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ORCIDLiangpei Zhang 0001
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- affiliation (PhD 1998): Wuhan University, LIEMARS, China
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2020 – today
- 2025
[j479]Tao Chen
, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities. ACM Comput. Surv. 57(2): 49:1-49:37 (2025)- [j478]Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Te Han, Zhenqi Liu, Liangpei Zhang:
SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions. Inf. Fusion 114: 102658 (2025) - 2024
- [j477]Yuzeng Chen, Yuqi Tang, Qiangqiang Yuan, Liangpei Zhang:
REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking. Int. J. Appl. Earth Obs. Geoinformation 128: 103741 (2024) - [j476]Lingyu Sun, Yuxin Lou, Qian Shi, Liangpei Zhang:
Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. Int. J. Appl. Earth Obs. Geoinformation 128: 103762 (2024) - [j475]Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. Int. J. Comput. Vis. 132(12): 5582-5602 (2024) - [j474]Ziyang Lihe, Jiang He, Qiangqiang Yuan, Xianyu Jin, Yi Xiao, Liangpei Zhang:
PhDnet: A novel physic-aware dehazing network for remote sensing images. Inf. Fusion 106: 102277 (2024) - [j473]He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang:
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111: 102505 (2024) - [j472]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. Neural Networks 174: 106241 (2024) - [j471]Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang:
Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks 178: 106416 (2024) - [j470]Chuan Fu, Bo Du, Liangpei Zhang:
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. Pattern Recognit. 155: 110632 (2024) - [j469]Jing Sun, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang:
A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. Sensors 24(17): 5566 (2024) - [j468]Zhengshun Du, Xinghua Li, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang:
Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 719-731 (2024) - [j467]Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang:
Efficient Rural Building Segmentation via a Multilevel Decoding Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2489-2500 (2024) - [j466]Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dong-Sheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang:
MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11632-11654 (2024) - [j465]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin:
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2789-2802 (2024) - [j464]Dingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang:
Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. IEEE Trans. Cybern. 54(7): 3968-3979 (2024) - [j463]Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang:
SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j462]Chuan Fu, Bo Du, Liangpei Zhang:
Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF Classifier. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j461]Chuan Fu, Bo Du, Liangpei Zhang:
ReSC-net: Hyperspectral Image Classification Based on Attention-Enhanced Residual Module and Spatial-Channel Attention. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j460]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j459]Lei Lei, Xinyu Wang, Xin Hu, Liangpei Zhang, Yanfei Zhong:
PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy Areas. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j458]Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang:
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j457]Chenxing Li, Dehui Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j456]Zhenqi Liu, Yanfei Zhong, Guorui Ma, Xinyu Wang, Liangpei Zhang:
A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j455]Mi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang:
Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j454]Pengrui Wang, Rong Liu, Liangpei Zhang:
MAT-Net: Multiscale Aggregation Transformer Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j453]Jue Wang, Yanfei Zhong, Liangpei Zhang:
Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j452]Jue Wang, Yanfei Zhong, Liangpei Zhang:
Semantic Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j451]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang:
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j450]Ruoyu Yang, Yanfei Zhong, Yinhe Liu, Xiaoyan Lu, Liangpei Zhang:
Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j449]Yanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang:
Cross-Station Continual Aurora Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j448]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j447]Jiaqi Yang, Bo Du, Di Wang, Liangpei Zhang:
ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. IEEE Trans. Image Process. 33: 257-272 (2024) - [j446]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang:
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution. IEEE Trans. Image Process. 33: 738-752 (2024) - [j445]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images. IEEE Trans. Image Process. 33: 2599-2613 (2024) - [j444]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 33: 5878-5891 (2024) - [j443]Yonghao Xu, Bo Du, Liangpei Zhang:
Robust Self-Ensembling Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3780-3793 (2024) - [j442]Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang:
E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7752-7766 (2024) - [j441]Dehui Zhu, Bo Du, Liangpei Zhang:
Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Trans. Neural Networks Learn. Syst. 35(7): 10134-10144 (2024) - [j440]Di Wang, Bo Du, Liangpei Zhang:
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12924-12937 (2024) - [j439]Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13631-13645 (2024) - [j438]Jiaqi Yang, Bo Du, Liangpei Zhang:
Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14467-14481 (2024) - [j437]Sunan Shi, Yanfei Zhong, Yinhe Liu, Liangpei Zhang, Deren Li:
Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. Urban Inform. 3(1) (2024) - [c230]He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. IGARSS 2024: 767-771 - [c229]Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. IGARSS 2024: 780-784 - [c228]Xiaolei Qin, Xin Su, Liangpei Zhang:
Knowledge-Guided Satellite Image Time Series Classification Network for Crop Mapping. IGARSS 2024: 4150-4153 - [c227]Lei Lei, Yang Pan, Xinyu Wang, Yanfei Zhong, Liangpei Zhang:
A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. IGARSS 2024: 5044-5047 - [c226]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li:
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. IGARSS 2024: 11474-11478 - [i91]Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang:
Deep Blind Super-Resolution for Satellite Video. CoRR abs/2401.07139 (2024) - [i90]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li:
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. CoRR abs/2401.09083 (2024) - [i89]Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon:
Segment Any Change. CoRR abs/2402.01188 (2024) - [i88]Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang:
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. CoRR abs/2403.13430 (2024) - [i87]Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang:
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR abs/2406.11519 (2024) - [i86]Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. CoRR abs/2406.15694 (2024) - [i85]Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong:
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. CoRR abs/2406.17998 (2024) - [i84]Xiaolei Qin, Xin Su, Liangpei Zhang:
SITSMamba for Crop Classification based on Satellite Image Time Series. CoRR abs/2409.09673 (2024) - [i83]Yichu Xu, Di Wang, Lefei Zhang, Liangpei Zhang:
Selective Transformer for Hyperspectral Image Classification. CoRR abs/2410.03171 (2024) - [i82]Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang:
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. CoRR abs/2410.22629 (2024) - 2023
- [j436]Yinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao, Liangpei Zhang:
Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. Int. J. Appl. Earth Obs. Geoinformation 118: 103265 (2023) - [j435]Qiang Zhang, Jian Zhu, Yan Huang, Qiangqiang Yuan, Liangpei Zhang:
Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection. Int. J. Appl. Earth Obs. Geoinformation 124: 103506 (2023) - [j434]Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Yuting Wan, Ji Zhao, Pengyuan Lv, Liangpei Zhang, Deren Li:
Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. Int. J. Digit. Earth 16(1): 3321-3347 (2023) - [j433]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang:
From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. Inf. Fusion 96: 297-311 (2023) - [j432]Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang:
Spectral super-resolution meets deep learning: Achievements and challenges. Inf. Fusion 97: 101812 (2023) - [j431]Chuan Fu, Bo Du, Liangpei Zhang:
SAR Image Compression Based on Multi-Resblock and Global Context. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j430]Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang:
Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks 163: 205-218 (2023) - [j429]Chen Wu, Bo Du, Liangpei Zhang:
Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9774-9788 (2023) - [j428]Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang:
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13715-13729 (2023) - [j427]Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr:
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14727-14744 (2023) - [j426]Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence Algorithm. IEEE Trans. Cybern. 53(4): 2658-2671 (2023) - [j425]Shi Chen, Lefei Zhang, Liangpei Zhang:
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j424]Chunyang Cui, Xinyu Wang, Shaoyu Wang, Liangpei Zhang, Yanfei Zhong:
Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j423]Chunyang Cui, Yanfei Zhong, Xinyu Wang, Liangpei Zhang:
Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j422]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j421]Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang:
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j420]Zhenghao Li, Qiangqiang Yuan, Liangpei Zhang:
Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j419]Shuang Luo, Huifang Li, Yiqiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang:
An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j418]Lei Shi, Le Yang, Weidong Sun, Jie Yang, Pingxiang Li, Liangpei Zhang:
Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-23 (2023) - [j417]Chen Sun, Xinyu Wang, Zhenqi Liu, Yuting Wan, Liangpei Zhang, Yanfei Zhong:
SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j416]Yuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang, Xunqiang Gong, Yanfei Zhong:
Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j415]Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j414]Jue Wang, Yanfei Zhong, Liangpei Zhang:
Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j413]Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang:
Deep Blind Super-Resolution for Satellite Video. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j412]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Adversarial Divergence Training for Universal Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j411]Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang:
Binary Change Guided Hyperspectral Multiclass Change Detection. IEEE Trans. Image Process. 32: 791-806 (2023) - [j410]Jiaqi Yang, Bo Du, Yonghao Xu, Liangpei Zhang:
Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification. IEEE Trans. Image Process. 32: 2360-2373 (2023) - [j409]Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Trans. Image Process. 32: 2536-2551 (2023) - [j408]Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang:
Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. IEEE Trans. Multim. 25: 6538-6550 (2023) - [j407]Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang:
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. 25: 7837-7850 (2023) - [j406]Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang:
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 34(1): 28-42 (2023) - [c225]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV 2023: 12052-12062 - [c224]Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. ICCV 2023: 21761-21770 - [c223]Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang:
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. NeurIPS 2023 - [i81]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR abs/2303.06682 (2023) - [i80]Jingtao Li, Xinyu Wang, Shaoyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong:
One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. CoRR abs/2303.12342 (2023) - [i79]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin:
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. CoRR abs/2304.04421 (2023) - [i78]Meiqi Hu, Chen Wu, Liangpei Zhang:
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. CoRR abs/2304.08687 (2023) - [i77]Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR abs/2304.09915 (2023) - [i76]Chen Wu, Xingjie Hao, Meiqi Hu, Chengguqiu Dai, Bo Du, Liangpei Zhang:
An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea. CoRR abs/2304.11324 (2023) - [i75]Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR abs/2304.11701 (2023) - [i74]Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. CoRR abs/2305.01899 (2023) - [i73]Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR abs/2305.02034 (2023) - [i72]Haonan Guo, Bo Du, Chen Wu, Chengxi Han, Liangpei Zhang:
DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. CoRR abs/2307.12208 (2023) - [i71]Haonan Guo, Bo Du, Chen Wu, Xin Su, Liangpei Zhang:
Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision. CoRR abs/2307.12220 (2023) - [i70]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction. CoRR abs/2307.12256 (2023) - [i69]Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang:
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR abs/2307.12309 (2023) - [i68]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images. CoRR abs/2308.14570 (2023) - [i67]Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. CoRR abs/2309.17031 (2023) - [i66]Jingtao Li, Xinyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong:
A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning. CoRR abs/2310.07511 (2023) - [i65]Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang:
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. CoRR abs/2310.19288 (2023) - [i64]Jiaqi Yang, Bo Du, Liangpei Zhang:
Learning transformer-based heterogeneously salient graph representation for multimodal fusion classification of hyperspectral image and LiDAR data. CoRR abs/2311.10320 (2023) - [i63]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR abs/2311.17340 (2023) - 2022
- [j405]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang:
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. Int. J. Appl. Earth Obs. Geoinformation 106: 102667 (2022) - [j404]Yi Xiao, Qiangqiang Yuan, Jiang He, Qiang Zhang, Jing Sun, Xin Su, Jialian Wu, Liangpei Zhang:
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer. Int. J. Appl. Earth Obs. Geoinformation 108: 102731 (2022) - [j403]Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang:
PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. Inf. Fusion 80: 205-225 (2022) - [j402]Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang:
Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j401]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang:
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2089-2107 (2022) - [j400]Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7778-7796 (2022) - [j399]Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang:
Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1221-1234 (2022) - [j398]Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang:
Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3351-3364 (2022) - [j397]Yanni Dong, Wenzhong Shi, Bo Du, Xiangyun Hu, Liangpei Zhang:
Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. IEEE Trans. Cybern. 52(10): 11093-11106 (2022) - [j396]Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. IEEE Trans. Cybern. 52(10): 11172-11186 (2022) - [j395]Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li:
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. IEEE Trans. Cybern. 52(11): 11709-11723 (2022) - [j394]Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang:
Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Trans. Cybern. 52(11): 12084-12098 (2022) - [j393]Chao Chen, Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j392]Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang:
A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j391]Song Cui, Ailong Ma, Liangpei Zhang, Miaozhong Xu, Yanfei Zhong:
MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j390]Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j389]Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang:
A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j388]Meiqi Hu, Chen Wu, Liangpei Zhang:
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j387]Xin Hu, Yanfei Zhong, Xinyu Wang, Chang Luo, Ji Zhao, Lei Lei, Liangpei Zhang:
SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j386]Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j385]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j384]Zhenqi Liu, Yanfei Zhong, Xinyu Wang, Meng Shu, Liangpei Zhang:
Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j383]Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Yu Su, Ailong Ma, Liangpei Zhang:
Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j382]Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Fang Du, Liangpei Zhang:
SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j381]Ailong Ma, Ning Yu, Zhuo Zheng, Yanfei Zhong, Liangpei Zhang:
A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j380]Huanfeng Shen, Zhonghang Qiu, Linwei Yue, Liangpei Zhang:
Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j379]Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang:
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j378]Sunan Shi, Yanfei Zhong, Ji Zhao, Pengyuan Lv, Yinhe Liu, Liangpei Zhang:
Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j377]Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang:
Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j376]Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang:
A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j375]Shiqi Tian, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j374]Di Wang, Bo Du, Liangpei Zhang:
Fully Contextual Network for Hyperspectral Scene Parsing. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j373]Xinyu Wang, Zhaozhi Luo, Wenqing Li, Xin Hu, Liangpei Zhang, Yanfei Zhong:
A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j372]Fengfeng Wang, Jie Li, Qiangqiang Yuan, Liangpei Zhang:
Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j371]Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong:
Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j370]Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong:
Deep Low-Rank Prior for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j369]Jialian Wu, Xin Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-26 (2022) - [j368]Jiajun Xiao, Jie Li, Qiangqiang Yuan, Liangpei Zhang:
A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j367]Yi Xiao, Xin Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang:
Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j366]Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang:
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j365]Cong Yang, Yanni Dong, Bo Du, Liangpei Zhang:
Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j364]Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang:
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j363]Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang:
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j362]Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang:
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j361]Hongyan Zhang, Jiaqi Zou, Liangpei Zhang:
EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j360]Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang:
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3). IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j359]Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang:
Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j358]Sihan Zhu, Bo Du, Liangpei Zhang, Xue Li:
Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j357]Qiqi Zhu, Yanan Zhang, Ziqi Li, Xiaorui Yan, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li:
Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j356]Yanni Dong, Quanwei Liu, Bo Du, Liangpei Zhang:
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 1559-1572 (2022) - [j355]Qiang Zhang, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Liangpei Zhang:
Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising. IEEE Trans. Image Process. 31: 6356-6368 (2022) - [j354]Xiaoyan Lu, Yanfei Zhong, Liangpei Zhang:
Open-Source Data-Driven Cross-Domain Road Detection From Very High Resolution Remote Sensing Imagery. IEEE Trans. Image Process. 31: 6847-6862 (2022) - [j353]Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang:
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1269-1283 (2022) - [j352]Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4213-4227 (2022) - [c222]Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi:
NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops 2022: 862-880 - [c221]Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang:
Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. CVPR 2022: 13055-13064 - [c220]Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang:
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) 2022: 19-37 - [c219]Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. IGARSS 2022: 1608-1611 - [c218]Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Liangpei Zhang:
Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. IGARSS 2022: 2223-2226 - [c217]Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Liangpei Zhang:
Review of Vision Transformer Models for Remote Sensing Image Scene Classification. IGARSS 2022: 2231-2234 - [c216]Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. IGARSS 2022: 2402-2405 - [c215]Bo Li, Pengyuan Lv, Yanfei Zhong, Liangpei Zhang:
High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. IGARSS 2022: 3175-3178 - [i62]Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li:
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling. CoRR abs/2201.01953 (2022) - [i61]Chen Wu, Bo Du, Liangpei Zhang:
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. CoRR abs/2201.06030 (2022) - [i60]Meiqi Hu, Chen Wu, Liangpei Zhang:
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. CoRR abs/2207.09634 (2022) - [i59]Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. CoRR abs/2208.03987 (2022) - [i58]Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr:
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. CoRR abs/2210.12971 (2022) - 2021
- [j351]Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang:
An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. Int. J. Appl. Earth Obs. Geoinformation 103: 102503 (2021) - [j350]Chengkang Zhang, Hongyan Zhang, Liangpei Zhang:
Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. Comput. Electron. Agric. 181: 105978 (2021) - [j349]Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang:
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Comput. Electron. Agric. 182: 105962 (2021) - [j348]Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang:
Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. Comput. Electron. Agric. 188: 106342 (2021) - [j347]Yanfei Zhong, Xinyu Wang, Shaoyu Wang, Liangpei Zhang:
Advances in spaceborne hyperspectral remote sensing in China. Geo spatial Inf. Sci. 24(1): 95-120 (2021) - [j346]Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr:
Learning Regional Attraction for Line Segment Detection. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 1998-2013 (2021) - [j345]Yao Shen, Huanfeng Shen, Qing Cheng, Liangpei Zhang:
Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2136-2147 (2021) - [j344]Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du:
Hyperspectral Anomaly Change Detection Based on Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3750-3762 (2021) - [j343]Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li:
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4205-4230 (2021) - [j342]Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan:
Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5180-5193 (2021) - [j341]Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang:
Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6827-6841 (2021) - [j340]Haonan Guo, Xin Su, Shengkun Tang, Bo Du, Liangpei Zhang:
Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10091-10100 (2021) - [j339]Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang:
Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 59(1): 629-647 (2021) - [j338]Dehui Zhu, Bo Du, Liangpei Zhang:
Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 59(2): 1487-1500 (2021) - [j337]Yonghao Xu, Bo Du, Liangpei Zhang:
Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. IEEE Trans. Geosci. Remote. Sens. 59(2): 1604-1617 (2021) - [j336]Xinyu Wang, Yanfei Zhong, Chunyang Cui, Liangpei Zhang, Yanyan Xu:
Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 59(3): 2336-2351 (2021) - [j335]Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang, Kay Chen Tan:
Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations. IEEE Trans. Geosci. Remote. Sens. 59(3): 2352-2364 (2021) - [j334]Di Wang, Bo Du, Liangpei Zhang, Yonghao Xu:
Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(3): 2461-2477 (2021) - [j333]Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma, Liangpei Zhang:
RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks. IEEE Trans. Geosci. Remote. Sens. 59(3): 2520-2534 (2021) - [j332]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59(5): 4164-4178 (2021) - [j331]Hongyan Zhang, Yiyao Song, Chang Han, Liangpei Zhang:
Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 59(5): 4273-4286 (2021) - [j330]Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding:
Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(5): 4287-4306 (2021) - [j329]Shengjie Liu, Qian Shi, Liangpei Zhang:
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. IEEE Trans. Geosci. Remote. Sens. 59(6): 5085-5102 (2021) - [j328]Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding:
Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images". IEEE Trans. Geosci. Remote. Sens. 59(6): 5387 (2021) - [j327]Dehui Zhu, Bo Du, Liangpei Zhang:
Two-Stream Convolutional Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 59(8): 6907-6921 (2021) - [j326]Lei Shi, Le Yang, Lingli Zhao, Pingxiang Li, Jie Yang, Liangpei Zhang:
NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator. IEEE Trans. Geosci. Remote. Sens. 59(9): 7517-7534 (2021) - [j325]Huilin Xu, Hongyan Zhang, Liangpei Zhang:
A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(11): 9486-9503 (2021) - [j324]Da He, Yanfei Zhong, Xinyu Wang, Liangpei Zhang:
Deep Convolutional Neural Network Framework for Subpixel Mapping. IEEE Trans. Geosci. Remote. Sens. 59(11): 9518-9539 (2021) - [j323]Jiaqi Yang, Chen Wu, Bo Du, Liangpei Zhang:
Enhanced Multiscale Feature Fusion Network for HSI Classification. IEEE Trans. Geosci. Remote. Sens. 59(12): 10328-10347 (2021) - [j322]Qian Shi, Xiaopei Tang, Taoru Yang, Rong Liu, Liangpei Zhang:
Hyperspectral Image Denoising Using a 3-D Attention Denoising Network. IEEE Trans. Geosci. Remote. Sens. 59(12): 10348-10363 (2021) - [j321]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(12): 10410-10424 (2021) - [j320]Yonghao Xu, Bo Du, Liangpei Zhang:
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification. IEEE Trans. Image Process. 30: 8671-8685 (2021) - [j319]Hongyan Zhang, Hongyu Chen, Guangyi Yang, Liangpei Zhang:
LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. IEEE Trans. Image Process. 30: 8743-8758 (2021) - [c214]Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang:
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. CVPR Workshops 2021: 2940-2949 - [c213]Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. ICCV 2021: 15173-15182 - [c212]Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu:
LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW 2021: 762-768 - [c211]Yang Long, Gui-Song Xia, Wen Yang, Liangpei Zhang, Deren Li:
Toward Dataset Construction for Remote Sensing Image Interpretation. IGARSS 2021: 1210-1213 - [c210]Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang:
Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. IGARSS 2021: 2054-2057 - [c209]Sihan Zhu, Fulin Luo, Bo Du, Liangpei Zhang:
Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification. IGARSS 2021: 2369-2372 - [c208]Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Liangpei Zhang:
Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion. IGARSS 2021: 2675-2678 - [c207]Dehui Zhu, Bo Du, Liangpei Zhang:
How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method. IGARSS 2021: 3193-3196 - [c206]Jiaqi Yang, Bo Du, Chen Wu, Liangpei Zhang:
Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification. IGARSS 2021: 3649-3652 - [c205]Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang:
Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. IGARSS 2021: 3857-3860 - [c204]Dehui Zhu, Bo Du, Liangpei Zhang:
EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. IGARSS 2021: 4412-4415 - [c203]Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei:
Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. IGARSS 2021: 4424-4427 - [c202]Guoying Yin, Hongyan Zhang, Liangpei Zhang:
A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. IGARSS 2021: 8636-8639 - [i57]Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR abs/2102.12219 (2021) - [i56]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR abs/2103.00188 (2021) - [i55]Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu:
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR abs/2103.01449 (2021) - [i54]Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan:
Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. CoRR abs/2103.01717 (2021) - [i53]Yonghao Xu, Bo Du, Liangpei Zhang:
Robust Self-Ensembling Network for Hyperspectral Image Classification. CoRR abs/2104.03765 (2021) - [i52]Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li:
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. CoRR abs/2105.14327 (2021) - [i51]Di Wang, Bo Du, Liangpei Zhang:
Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification. CoRR abs/2106.13952 (2021) - [i50]Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang:
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion. CoRR abs/2108.06073 (2021) - [i49]Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. CoRR abs/2108.07002 (2021) - [i48]Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu:
LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR abs/2108.13246 (2021) - [i47]Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang:
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images. CoRR abs/2109.00400 (2021) - [i46]Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang:
Binary Change Guided Hyperspectral Multiclass Change Detection. CoRR abs/2112.04493 (2021) - [i45]Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang:
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. CoRR abs/2112.05220 (2021) - [i44]Yonghao Xu, Fengxiang He, Bo Du, Liangpei Zhang, Dacheng Tao:
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. CoRR abs/2112.07999 (2021) - 2020
- [j318]Hongyan Zhang, Jinzhong Kang, Xiong Xu, Liangpei Zhang:
Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China. Comput. Electron. Agric. 176: 105618 (2020) - [j317]Liangpei Zhang, Fulin Luo:
Review on graph learning for dimensionality reduction of hyperspectral image. Geo spatial Inf. Sci. 23(1): 98-106 (2020) - [j316]Xinjian Huang, Bo Du, Dapeng Tao, Liangpei Zhang:
Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising. Neurocomputing 399: 271-284 (2020) - [j315]Fulin Luo, Liangpei Zhang, Xiaocheng Zhou, Tan Guo, Yanxiang Cheng, Tailang Yin:
Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(6): 1082-1086 (2020) - [j314]Yichu Xu, Bo Du, Liangpei Zhang, Shizhen Chang:
A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 17(7): 1248-1252 (2020) - [j313]Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang:
Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images. Remote. Sens. 12(3): 491 (2020) - [j312]Shuheng Zhao, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5759-5775 (2020) - [j311]Yonghao Xu, Bo Du, Liangpei Zhang:
Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Big Data 6(3): 492-506 (2020) - [j310]Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang:
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Trans. Big Data 6(3): 507-521 (2020) - [j309]Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang:
Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. IEEE Trans. Big Data 6(3): 522-536 (2020) - [j308]Da He, Yanfei Zhong, Liangpei Zhang:
Spectral-Spatial-Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection. IEEE Trans. Geosci. Remote. Sens. 58(3): 1696-1717 (2020) - [j307]Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58(4): 2290-2307 (2020) - [j306]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang, Le Wang:
Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. IEEE Trans. Geosci. Remote. Sens. 58(4): 2848-2864 (2020) - [j305]Hongyan Zhang, Lu Liu, Wei He, Liangpei Zhang:
Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 58(5): 3071-3084 (2020) - [j304]Yuting Wan, Ailong Ma, Yanfei Zhong, Xin Hu, Liangpei Zhang:
Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm. IEEE Trans. Geosci. Remote. Sens. 58(5): 3601-3618 (2020) - [j303]Shizhen Chang, Bo Du, Liangpei Zhang:
A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(6): 4033-4046 (2020) - [j302]Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao:
Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable. IEEE Trans. Geosci. Remote. Sens. 58(6): 4454-4471 (2020) - [j301]Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang:
Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5336-5353 (2020) - [j300]Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5612-5626 (2020) - [j299]Huanfeng Shen, Chi Zhang, Huifang Li, Quan Yuan, Liangpei Zhang:
A Spatial-Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58(9): 6168-6180 (2020) - [j298]Shaoyu Wang, Xinyu Wang, Yanfei Zhong, Liangpei Zhang:
Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior. IEEE Trans. Geosci. Remote. Sens. 58(10): 6995-7009 (2020) - [j297]Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang:
Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58(11): 8176-8191 (2020) - [j296]Yanfei Zhong, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Liangpei Zhang:
COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images. IEEE Trans. Geosci. Remote. Sens. 58(12): 8438-8449 (2020) - [c201]Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr:
Holistically-Attracted Wireframe Parsing. CVPR 2020: 2785-2794 - [c200]Qiqi Zhu, Xin Fan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. IGARSS 2020: 573-576 - [c199]Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. IGARSS 2020: 585-588 - [c198]Jiale Chen, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. IGARSS 2020: 1197-1200 - [c197]Qiqi Zhu, Jiangqin Wan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Topic Model for Remote Sensing Data: A Comprehensive Review. IGARSS 2020: 1373-1376 - [c196]Yanan Zhang, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing. IGARSS 2020: 1817-1820 - [c195]Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang:
Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. IGARSS 2020: 1821-1824 - [c194]Linlin Wang, Qiqi Zhu, Wen Zeng, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. IGARSS 2020: 2388-2391 - [c193]Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang:
Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. IGARSS 2020: 2400-2403 - [c192]Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image. IGARSS 2020: 2667-2670 - [c191]Yuan Wang, Qiangqiang Yuan, Ruixue Xiao, Tongwen Li, Liangpei Zhang:
Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China. IGARSS 2020: 5529-5532 - [c190]Yiyao Song, Hongyan Zhang, Liangpei Zhang:
Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. IGARSS 2020: 7009-7012 - [c189]Shizhen Chang, Bo Du, Liangpei Zhang:
Positive Unlabeled Learning with Class-prior Approximation. IJCAI 2020: 2014-2021 - [i43]Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr:
Holistically-Attracted Wireframe Parsing. CoRR abs/2003.01663 (2020) - [i42]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. CoRR abs/2004.05745 (2020) - [i41]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. CoRR abs/2006.09225 (2020) - [i40]Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li:
DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation. CoRR abs/2006.12485 (2020) - [i39]Chen Wu, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang:
A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. CoRR abs/2006.16098 (2020) - [i38]Shengjie Liu, Qian Shi, Liangpei Zhang:
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. CoRR abs/2009.03508 (2020) - [i37]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang:
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR abs/2010.12921 (2020) - [i36]Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du:
Hyperspectral Anomaly Change Detection Based on Auto-encoder. CoRR abs/2010.14119 (2020) - [i35]Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. CoRR abs/2011.05670 (2020) - [i34]Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution. CoRR abs/2011.09701 (2020)
2010 – 2019
- 2019
- [j295]Qing Cheng, Qiangqiang Yuan, Michael Kwok-Po Ng, Huanfeng Shen, Liangpei Zhang:
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. IEEE Access 7: 142339-142352 (2019) - [j294]Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang:
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing 360: 138-150 (2019) - [j293]Xiangchao Meng, Huanfeng Shen, Huifang Li, Liangpei Zhang, Randi Fu:
Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges. Inf. Fusion 46: 102-113 (2019) - [j292]Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao:
Hyperspectral image unsupervised classification by robust manifold matrix factorization. Inf. Sci. 485: 154-169 (2019) - [j291]Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao:
Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode. IEEE Geosci. Remote. Sens. Lett. 16(4): 544-548 (2019) - [j290]Dehui Zhu, Bo Du, Liangpei Zhang:
Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 16(7): 1100-1104 (2019) - [j289]Qiangqiang Yuan, Shuwen Li, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations. Remote. Sens. 11(12): 1440 (2019) - [j288]Zhiwei Li, Huanfeng Shen, Qing Cheng, Wei Li, Liangpei Zhang:
Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction. Remote. Sens. 11(16): 1925 (2019) - [j287]Qian Cheng, Bo Du, Liangpei Zhang, Rong Liu:
ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 700-721 (2019) - [j286]Dehui Zhu, Bo Du, Liangpei Zhang:
Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1254-1264 (2019) - [j285]Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux:
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1709-1724 (2019) - [j284]Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao:
Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Trans. Cybern. 49(7): 2406-2419 (2019) - [j283]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(1): 166-180 (2019) - [j282]Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 57(2): 1205-1218 (2019) - [j281]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. IEEE Trans. Geosci. Remote. Sens. 57(3): 1723-1740 (2019) - [j280]Da He, Yanfei Zhong, Liangpei Zhang:
Spatiotemporal Subpixel Geographical Evolution Mapping. IEEE Trans. Geosci. Remote. Sens. 57(4): 2198-2220 (2019) - [j279]Xiangchao Meng, Huanfeng Shen, Qiangqiang Yuan, Huifang Li, Liangpei Zhang, Weiwei Sun:
Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(5): 2840-2854 (2019) - [j278]Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang:
On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(6): 3204-3220 (2019) - [j277]Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang:
Spatial-Spectral Fusion by Combining Deep Learning and Variational Model. IEEE Trans. Geosci. Remote. Sens. 57(8): 6169-6181 (2019) - [j276]Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu:
Blind Hyperspectral Unmixing Considering the Adjacency Effect. IEEE Trans. Geosci. Remote. Sens. 57(9): 6633-6649 (2019) - [j275]Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang:
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. IEEE Trans. Geosci. Remote. Sens. 57(10): 7317-7329 (2019) - [j274]Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. IEEE Trans. Geosci. Remote. Sens. 57(10): 7832-7848 (2019) - [j273]Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang:
An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 57(10): 7872-7882 (2019) - [j272]Yachao Li, Tingting Liu, Mohammed Shokr, Zemin Wang, Liangpei Zhang:
An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data. IEEE Trans. Geosci. Remote. Sens. 57(11): 8557-8569 (2019) - [j271]Bo Du, Lixiang Ru, Chen Wu, Liangpei Zhang:
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(12): 9976-9992 (2019) - [j270]Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang:
Learning the Synthesizability of Dynamic Texture Samples. IEEE Trans. Image Process. 28(5): 2502-2517 (2019) - [c188]Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang:
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. AAAI 2019: 5581-5588 - [c187]Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang:
Learning Attraction Field Representation for Robust Line Segment Detection. CVPR 2019: 1595-1603 - [c186]Xue Li, Bo Du, Liangpei Zhang:
Building Extraction From Remote Sensing Image With Privileged Information. IGARSS 2019: 48-51 - [c185]Qiang Zhang, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning. IGARSS 2019: 775-778 - [c184]Song Cui, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. IGARSS 2019: 919-922 - [c183]Mi Song, Yanfei Zhong, Ailong Ma, Qiqi Zhu, Liqin Cao, Liangpei Zhang:
Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. IGARSS 2019: 2726-2729 - [c182]Qiqi Zhu, Xiongli Sun, Yanfei Zhong, Liangpei Zhang:
High-Resolution Remote Sensing Image Scene Understanding: A Review. IGARSS 2019: 3061-3064 - [c181]Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan:
Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. IGARSS 2019: 3396-3399 - [c180]Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. IGARSS 2019: 3796-3799 - [c179]Yonghao Xu, Bo Du, Liangpei Zhang:
Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network. IGARSS 2019: 3860-3863 - [c178]Jiwen Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. IGARSS 2019: 4109-4112 - [c177]Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang:
Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. IGARSS 2019: 4967-4970 - [c176]Shizhen Chang, Bo Du, Liangpei Zhang:
A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error. IGARSS 2019: 5488-5491 - [c175]Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. IGARSS 2019: 6166-6169 - [c174]Shuwen Li, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. IGARSS 2019: 6720-6723 - [c173]Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang:
Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. IGARSS 2019: 7224-7227 - [c172]Yuan Wang, Qiangqiang Yuan, Haotian Wang, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. IGARSS 2019: 7610-7613 - [c171]Yuting Wan, Xin Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, Liangpei Zhang:
Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. IGARSS 2019: 9713-9716 - [c170]Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang:
Urban Expansion Trajectories in China's 36 Major Cities. JURSE 2019: 1-4 - [c169]Chen Wu, Yukun Lin, Bo Du, Liangpei Zhang:
A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset. MultiTemp 2019: 1-4 - [c168]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. MultiTemp 2019: 1-4 - [c167]Lixiang Ru, Chen Wu, Bo Du, Liangpei Zhang:
Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery. MultiTemp 2019: 1-4 - [i33]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. CoRR abs/1904.06685 (2019) - [i32]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion. CoRR abs/1904.06689 (2019) - [i31]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. CoRR abs/1906.11479 (2019) - [i30]Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang:
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. CoRR abs/1912.08628 (2019) - [i29]Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr:
Learning Regional Attraction for Line Segment Detection. CoRR abs/1912.09344 (2019) - 2018
- [j269]Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang:
Computational intelligence in optical remote sensing image processing. Appl. Soft Comput. 64: 75-93 (2018) - [j268]Yuncheng Lu, Zhucun Xue, Gui-Song Xia, Liangpei Zhang:
A survey on vision-based UAV navigation. Geo spatial Inf. Sci. 21(1): 21-32 (2018) - [j267]Qikui Zhu, Bo Du, Pingkun Yan, Hongbing Lu, Liangpei Zhang:
Shape prior constrained PSO model for bladder wall MRI segmentation. Neurocomputing 294: 19-28 (2018) - [j266]Tianzhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang:
Image stitching by line-guided local warping with global similarity constraint. Pattern Recognit. 83: 481-497 (2018) - [j265]Qiqi Zhu, Yanfei Zhong, Yanfei Liu, Liangpei Zhang, Deren Li:
A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification. Remote. Sens. 10(4): 568 (2018) - [j264]Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang, Hongtao Jiang:
Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S. Remote. Sens. 10(9): 1351 (2018) - [j263]Yanni Dong, Bo Du, Liangpei Zhang, Xiangyun Hu:
Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints. Remote. Sens. 10(9): 1415 (2018) - [j262]Yun Zhang, Bin Luo, Liangpei Zhang:
Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation. IEEE Signal Process. Lett. 25(3): 427-431 (2018) - [j261]Linwei Yue, Huanfeng Shen, Wei Yu, Liangpei Zhang:
Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 388-400 (2018) - [j260]Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 713-729 (2018) - [j259]Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang:
A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 978-989 (2018) - [j258]Xiaobin Guan, Huanfeng Shen, Xinghua Li, Wenxia Gan, Liangpei Zhang:
Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4637-4648 (2018) - [j257]Bo Du, Yong Wang, Chen Wu, Liangpei Zhang:
Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4676-4689 (2018) - [j256]Ailong Ma, Yanfei Zhong, Da He, Liangpei Zhang:
Multiobjective Subpixel Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. 56(1): 422-435 (2018) - [j255]Qiqi Zhu, Yanfei Zhong, Siqi Wu, Liangpei Zhang, Deren Li:
Scene Classification Based on the Sparse Homogeneous-Heterogeneous Topic Feature Model. IEEE Trans. Geosci. Remote. Sens. 56(5): 2689-2703 (2018) - [j254]Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu:
Saliency-Based Endmember Detection for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(7): 3667-3680 (2018) - [j253]Shizhen Chang, Bo Du, Liangpei Zhang:
BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56(7): 3747-3761 (2018) - [j252]Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang:
Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 56(7): 4002-4015 (2018) - [j251]Yonghao Xu, Liangpei Zhang, Bo Du, Fan Zhang:
Spectral-Spatial Unified Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(10): 5893-5909 (2018) - [j250]Qiqi Zhu, Yanfei Zhong, Liangpei Zhang, Deren Li:
Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 56(10): 6180-6195 (2018) - [j249]Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang:
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(11): 6763-6778 (2018) - [j248]Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen:
Anisotropic-Scale Junction Detection and Matching for Indoor Images. IEEE Trans. Image Process. 27(1): 78-91 (2018) - [j247]Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao:
Multi-Task Learning for Blind Source Separation. IEEE Trans. Image Process. 27(9): 4219-4231 (2018) - [c166]Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li:
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. AAAI 2018: 2419-2426 - [c165]Jinzhong Kang, Hongyan Zhang, Honghai Yang, Liangpei Zhang:
Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. Agro-Geoinformatics 2018: 1-6 - [c164]Chengkang Zhang, Hongyan Zhang, Juan Du, Liangpei Zhang:
Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. Agro-Geoinformatics 2018: 1-6 - [c163]Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR 2018: 3974-3983 - [c162]Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR 2018: 1-6 - [c161]Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang:
Delving into the Synthesizability of Dynamic Texture Samples. ICPR 2018: 2953-2958 - [c160]Da He, Yanfei Zhong, Liangpei Zhang:
Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion. IGARSS 2018: 1970-1973 - [c159]Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang:
Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS 2018: 2575-2578 - [c158]Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang:
Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery. IGARSS 2018: 3599-3602 - [c157]Yonghao Xu, Bo Du, Liangpei Zhang:
Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing. IGARSS 2018: 3852-3855 - [c156]Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang:
Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency. IGARSS 2018: 3991-3994 - [c155]Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu:
Blind Spectral Unmixing Considering the Adjacent Effect. IGARSS 2018: 4229-4232 - [c154]Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang:
Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models. IGARSS 2018: 4371-4374 - [c153]Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang:
AID++: An Updated Version of AID on Scene Classification. IGARSS 2018: 4721-4724 - [c152]Qiang Zhang, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images. IGARSS 2018: 4981-4984 - [c151]Yonghao Xu, Bo Du, Liangpei Zhang:
Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method. IGARSS 2018: 5752-5755 - [c150]Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. IGARSS 2018: 7030-7033 - [c149]Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data. IGARSS 2018: 7581-7584 - [c148]Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong:
Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. IGARSS 2018: 8480-8483 - [c147]Qiong Cao, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. IGARSS 2018: 8869-8872 - [c146]Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang:
Image Stitching Using Smoothly Planar Homography. PRCV (1) 2018: 524-536 - [i28]Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang:
Learning the Synthesizability of Dynamic Texture Samples. CoRR abs/1802.00941 (2018) - [i27]Bo Du, Shihan Cai, Chen Wu, Liangpei Zhang, Dacheng Tao:
Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker. CoRR abs/1804.09323 (2018) - [i26]Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. CoRR abs/1806.00183 (2018) - [i25]Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang:
AID++: An Updated Version of AID on Scene Classification. CoRR abs/1806.00801 (2018) - [i24]Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang:
Recent advances and opportunities in scene classification of aerial images with deep models. CoRR abs/1806.00899 (2018) - [i23]Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang:
Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery. CoRR abs/1806.00901 (2018) - [i22]Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang:
Accurate Building Detection in VHR Remote Sensing Images using Geometric Saliency. CoRR abs/1806.00908 (2018) - [i21]Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang:
Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images. CoRR abs/1807.05713 (2018) - [i20]Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang:
Spatial-Spectral Fusion by Combining Deep Learning and Variation Model. CoRR abs/1809.00764 (2018) - [i19]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR abs/1809.02043 (2018) - [i18]Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang:
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. CoRR abs/1810.00495 (2018) - [i17]Bo Du, Lixiang Ru, Chen Wu, Liangpei Zhang:
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images. CoRR abs/1812.00645 (2018) - [i16]Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang:
Learning Attraction Field Representation for Robust Line Segment Detection. CoRR abs/1812.02122 (2018) - [i15]Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang:
Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives. CoRR abs/1812.07770 (2018) - 2017
- [j246]Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
LAM3L: Locally adaptive maximum margin metric learning for visual data classification. Neurocomputing 235: 1-9 (2017) - [j245]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza:
A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 14(1): 43-47 (2017) - [j244]Wan Li, Liangpei Zhang, Lefei Zhang, Bo Du:
GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 14(9): 1532-1536 (2017) - [j243]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network. IEEE Geosci. Remote. Sens. Lett. 14(10): 1795-1799 (2017) - [j242]Yiming Zhang, Bo Du, Yuxiang Zhang, Liangpei Zhang:
Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 14(11): 1923-1927 (2017) - [j241]Li Sun, Yuqi Tang, Liangpei Zhang:
Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model. IEEE Geosci. Remote. Sens. Lett. 14(11): 1998-2002 (2017) - [j240]Xiong Xu, Xiaohua Tong, Antonio J. Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang:
Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. Remote. Sens. 9(1): 15 (2017) - [j239]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yanguo Fan, Dongmei Song:
A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. Remote. Sens. 9(3): 197 (2017) - [j238]Yuqi Tang, Liangpei Zhang:
Urban Change Analysis with Multi-Sensor Multispectral Imagery. Remote. Sens. 9(3): 252 (2017) - [j237]Han Zhai, Hongyan Zhang, Xiong Xu, Liangpei Zhang, Pingxiang Li:
Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. Remote. Sens. 9(4): 335 (2017) - [j236]Hongtao Jiang, Huanfeng Shen, Huifang Li, Fangni Lei, Wenxia Gan, Liangpei Zhang:
Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau. Remote. Sens. 9(5): 402 (2017) - [j235]Yuxiang Zhang, Ke Wu, Bo Du, Liangpei Zhang, Xiangyun Hu:
Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information. Remote. Sens. 9(5): 482 (2017) - [j234]Rong Liu, Bo Du, Liangpei Zhang:
Multiobjective Optimized Endmember Extraction for Hyperspectral Image. Remote. Sens. 9(6): 558 (2017) - [j233]Xiaobing Han, Yanfei Zhong, Liangpei Zhang:
An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery. Remote. Sens. 9(7): 666 (2017) - [j232]Xiaobing Han, Yanfei Zhong, Liqin Cao, Liangpei Zhang:
Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification. Remote. Sens. 9(8): 848 (2017) - [j231]Yanfei Zhong, Qiong Cao, Ji Zhao, Ailong Ma, Bei Zhao, Liangpei Zhang:
Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data. Remote. Sens. 9(8): 868 (2017) - [j230]Xiaobin Guan, Huanfeng Shen, Wenxia Gan, Gang Yang, Lunche Wang, Xinghua Li, Liangpei Zhang:
A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data. Remote. Sens. 9(10): 1082 (2017) - [j229]Bo Du, Yujia Sun, Chen Wu, Lefei Zhang, Liangpei Zhang:
Real-time tracking based on weighted compressive tracking and a cognitive memory model. Signal Process. 139: 173-181 (2017) - [j228]Qing Cheng, Huanfeng Shen, Liangpei Zhang, Zhenghong Peng:
Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization. IEEE Signal Process. Lett. 24(8): 1163-1167 (2017) - [j227]Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang:
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 654-668 (2017) - [j226]Rui Zhao, Liangpei Zhang:
GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 725-739 (2017) - [j225]Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang:
Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1136-1150 (2017) - [j224]Dawei Wen, Xin Huang, Hui Liu, Wenzhi Liao, Liangpei Zhang:
Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1413-1424 (2017) - [j223]Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang:
Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1589-1600 (2017) - [j222]Rong Liu, Liangpei Zhang, Bo Du:
A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1610-1631 (2017) - [j221]Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi:
Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2022-2035 (2017) - [j220]Shizhen Chang, Bo Du, Liangpei Zhang, Rui Zhao:
IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(7): 3406-3417 (2017) - [j219]Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips:
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(8): 3768-3781 (2017) - [j218]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. 47(1): 14-26 (2017) - [j217]Bo Du, Wei Xiong, Jia Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Trans. Cybern. 47(4): 1017-1027 (2017) - [j216]Yuxiang Zhang, Bo Du, Liangpei Zhang, Tongliang Liu:
Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 55(2): 894-906 (2017) - [j215]Chen Wu, Liangpei Zhang, Bo Du:
Kernel Slow Feature Analysis for Scene Change Detection. IEEE Trans. Geosci. Remote. Sens. 55(4): 2367-2384 (2017) - [j214]Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang:
Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. IEEE Trans. Geosci. Remote. Sens. 55(5): 2509-2524 (2017) - [j213]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia:
A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(6): 3071-3083 (2017) - [j212]Rui Zhao, Bo Du, Liangpei Zhang:
Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework. IEEE Trans. Geosci. Remote. Sens. 55(6): 3208-3222 (2017) - [j211]Wei He, Hongyan Zhang, Liangpei Zhang:
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(7): 3909-3921 (2017) - [j210]Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang, Xiaoqiang Lu:
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55(7): 3965-3981 (2017) - [j209]Weiwei Sun, Gang Yang, Bo Du, Lefei Zhang, Liangpei Zhang:
A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 55(7): 4032-4046 (2017) - [j208]Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang:
A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method. IEEE Trans. Geosci. Remote. Sens. 55(8): 4476-4488 (2017) - [j207]Qiqi Zhu, Yanfei Zhong, Liangpei Zhang, Deren Li:
Scene Classification Based on the Fully Sparse Semantic Topic Model. IEEE Trans. Geosci. Remote. Sens. 55(10): 5525-5538 (2017) - [j206]Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu:
Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6287-6304 (2017) - [j205]Yiting Tao, Miaozhong Xu, Fan Zhang, Bo Du, Liangpei Zhang:
Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 6805-6823 (2017) - [j204]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Trans. Image Process. 26(4): 1694-1707 (2017) - [j203]Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang:
Texture Characterization Using Shape Co-Occurrence Patterns. IEEE Trans. Image Process. 26(10): 5005-5018 (2017) - [c145]Shangjie Jiang, Bin Luo, Jun Liu, Yun Zhang, Liangpei Zhang:
UAV-Based Vehicle Detection by Multi-source Images. CCCV (3) 2017: 38-49 - [c144]Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang:
A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. CCCV (2) 2017: 311-322 - [c143]Yonghao Xu, Bo Du, Liangpei Zhang, Fan Zhang:
A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification. CCCV (2) 2017: 421-432 - [c142]Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang:
Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. IGARSS 2017: 598-601 - [c141]Da He, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery. IGARSS 2017: 602-605 - [c140]Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu:
Saliency-based endmember detection for hyperspectral imagery. IGARSS 2017: 984-987 - [c139]Pengyuan Lv, Yanfei Zhong, Ji Zhao, Ailong Ma, Liangpei Zhang:
Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. IGARSS 2017: 1059-1062 - [c138]Rong Liu, Bo Du, Liangpei Zhang:
Multiobjective endmember extraction for hyperspectral image. IGARSS 2017: 1161-1164 - [c137]Hongtao Jiang, Huanfeng Shen, Xinghua Li, Liangpei Zhang:
Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model. IGARSS 2017: 2008-2011 - [c136]Xiaobing Han, Yanfei Zhong, Ruyi Feng, Liangpei Zhang:
Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. IGARSS 2017: 3353-3356 - [c135]Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael Kwok-Po Ng:
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. IGARSS 2017: 3413-3416 - [c134]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. IGARSS 2017: 3755-3758 - [c133]Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang, Jie Li:
Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IGARSS 2017: 4036-4039 - [c132]Yanfei Zhong, Xinyu Wang, Yao Xu, Tianyi Jia, Song Cui, Lifei Wei, Ailong Ma, Liangpei Zhang:
MINI-UAV borne hyperspectral remote sensing: A review. IGARSS 2017: 5908-5911 - [c131]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao:
On Gleaning Knowledge from Multiple Domains for Active Learning. IJCAI 2017: 3013-3019 - [c130]Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. SEAL 2017: 528-539 - [c129]Mi Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. SEAL 2017: 786-796 - [i14]Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang:
Texture Characterization by Using Shape Co-occurrence Patterns. CoRR abs/1702.03115 (2017) - [i13]Tianzhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang:
Image Stitching by Line-guided Local Warping with Global Similarity Constraint. CoRR abs/1702.07935 (2017) - [i12]Fan Zhang, Bo Du, Liangpei Zhang:
A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data. CoRR abs/1702.07985 (2017) - [i11]Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen:
Anisotropic-Scale Junction Detection and Matching for Indoor Images. CoRR abs/1703.05630 (2017) - [i10]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network. CoRR abs/1705.07556 (2017) - [i9]Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang:
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. CoRR abs/1707.07321 (2017) - [i8]Qiang Zhang, Zhen Yang, Qiangqiang Yuan, Jie Li, Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang:
Learning a Dilated Residual Network for SAR Image Despeckling. CoRR abs/1709.02898 (2017) - [i7]Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer:
Deep learning in remote sensing: a review. CoRR abs/1710.03959 (2017) - [i6]Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR abs/1711.10398 (2017) - [i5]Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang:
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. CoRR abs/1712.09809 (2017) - 2016
- [j202]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. Neurocomputing 173: 397-405 (2016) - [j201]Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang:
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs. Neurocomputing 173: 1310-1321 (2016) - [j200]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang:
A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification. Neurocomputing 179: 88-100 (2016) - [j199]Fan Zhang, Bo Du, Liangpei Zhang, Lefei Zhang:
Hierarchical feature learning with dropout k-means for hyperspectral image classification. Neurocomputing 187: 75-82 (2016) - [j198]Liangpei Zhang, Gui-Song Xia, Tianfu Wu, Liang Lin, Xue-Cheng Tai:
Deep Learning for Remote Sensing Image Understanding. J. Sensors 2016: 7954154:1-7954154:2 (2016) - [j197]Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang:
A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 13(4): 515-519 (2016) - [j196]Wei He, Hongyan Zhang, Liangpei Zhang, Wilfried Philips, Wenzhi Liao:
Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 13(5): 686-690 (2016) - [j195]Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang:
Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 13(6): 747-751 (2016) - [j194]Lei Shi, Lefei Zhang, Lingli Zhao, Liangpei Zhang, Pingxiang Li, Dan Wu:
Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. IEEE Geosci. Remote. Sens. Lett. 13(7): 902-906 (2016) - [j193]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xiangchao Meng, Liangpei Zhang:
Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity. IEEE Geosci. Remote. Sens. Lett. 13(9): 1250-1254 (2016) - [j192]Pengyuan Lv, Yanfei Zhong, Ji Zhao, Hongzan Jiao, Liangpei Zhang:
Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 13(12): 1965-1969 (2016) - [j191]Ailong Ma, Yanfei Zhong, Liangpei Zhang:
Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery. Remote. Sens. 8(2): 124 (2016) - [j190]Bei Zhao, Yanfei Zhong, Liangpei Zhang, Bo Huang:
The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification. Remote. Sens. 8(2): 157 (2016) - [j189]Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang:
Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. Remote. Sens. 8(3): 250 (2016) - [j188]Rong Liu, Bo Du, Liangpei Zhang:
Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF. Remote. Sens. 8(6): 464 (2016) - [j187]Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang:
Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. Remote. Sens. 8(11): 894 (2016) - [j186]Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang:
Pansharpening with a Guided Filter Based on Three-Layer Decomposition. Sensors 16(7): 1068 (2016) - [j185]Bo Du, Rui Zhao, Liangpei Zhang, Lefei Zhang:
A spectral-spatial based local summation anomaly detection method for hyperspectral images. Signal Process. 124: 115-131 (2016) - [j184]Chen Wu, Lefei Zhang, Liangpei Zhang:
A scene change detection framework for multi-temporal very high resolution remote sensing images. Signal Process. 124: 184-197 (2016) - [j183]Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang:
Image super-resolution: The techniques, applications, and future. Signal Process. 128: 389-408 (2016) - [j182]Chang Han, Hongyan Zhang, Changxin Gao, Cheng Jiang, Nong Sang, Liangpei Zhang:
A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(1): 439-453 (2016) - [j181]Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson:
Generalized Differential Morphological Profiles for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1736-1751 (2016) - [j180]Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(8): 3629-3641 (2016) - [j179]Wei He, Hongyan Zhang, Liangpei Zhang:
Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4267-4279 (2016) - [j178]Weiwei Sun, Liangpei Zhang, Lefei Zhang, Yenming Mark Lai:
A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4374-4388 (2016) - [j177]Bei Zhao, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5748-5759 (2016) - [j176]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5791-5805 (2016) - [j175]Huanfeng Shen, Li Peng, Linwei Yue, Qiangqiang Yuan, Liangpei Zhang:
Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution. IEEE Trans. Cybern. 46(6): 1388-1399 (2016) - [j174]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 54(1): 178-188 (2016) - [j173]Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson:
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation. IEEE Trans. Geosci. Remote. Sens. 54(1): 609-625 (2016) - [j172]Yuxiang Zhang, Bo Du, Liangpei Zhang, Shugen Wang:
A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 54(3): 1376-1389 (2016) - [j171]Rui Zhao, Bo Du, Liangpei Zhang, Lefei Zhang:
Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1757-1774 (2016) - [j170]Fan Zhang, Bo Du, Liangpei Zhang:
Scene Classification via a Gradient Boosting Random Convolutional Network Framework. IEEE Trans. Geosci. Remote. Sens. 54(3): 1793-1802 (2016) - [j169]Gui-Song Xia, Gang Liu, Wen Yang, Liangpei Zhang:
Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model. IEEE Trans. Geosci. Remote. Sens. 54(3): 1860-1873 (2016) - [j168]Bei Zhao, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang:
Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(4): 2108-2123 (2016) - [j167]Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang:
Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(5): 2855-2872 (2016) - [j166]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang:
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. 54(5): 3049-3060 (2016) - [j165]Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson:
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(6): 3248-3264 (2016) - [j164]Xiaoshuang Ma, Huanfeng Shen, Xile Zhao, Liangpei Zhang:
SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. IEEE Trans. Geosci. Remote. Sens. 54(6): 3421-3435 (2016) - [j163]Hongyan Zhang, Han Zhai, Liangpei Zhang, Pingxiang Li:
Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 54(6): 3672-3684 (2016) - [j162]Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang:
Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(8): 4402-4418 (2016) - [j161]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54(9): 5425-5439 (2016) - [j160]Fan Zhang, Bo Du, Liangpei Zhang, Miaozhong Xu:
Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection. IEEE Trans. Geosci. Remote. Sens. 54(9): 5553-5563 (2016) - [j159]Yanfei Zhong, Rongrong Gao, Liangpei Zhang:
Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(10): 6061-6075 (2016) - [j158]Liangpei Zhang, Xiaojie Zhu, Lefei Zhang, Bo Du:
Multidomain Subspace Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(10): 6138-6150 (2016) - [j157]Huanfeng Shen, Xiangchao Meng, Liangpei Zhang:
An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 54(12): 7135-7148 (2016) - [j156]Ji Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang:
High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields. IEEE Trans. Image Process. 25(9): 4033-4045 (2016) - [j155]Bo Du, Yuxiang Zhang, Liangpei Zhang, Dacheng Tao:
Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Trans. Image Process. 25(11): 5345-5357 (2016) - [c128]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao:
Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. ECCV (3) 2016: 453-468 - [c127]Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang, NingNing Huang:
Locally warping-based image stitching by imposing line constraints. ICPR 2016: 4178-4183 - [c126]Yao Xu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang:
Thermal anomaly detection based on saliency computation for district heating system. IGARSS 2016: 681-684 - [c125]Yanfei Liu, Yanfei Zhong, Feng Fei, Liangpei Zhang:
Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery. IGARSS 2016: 763-766 - [c124]Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang:
Active learning approach for remote sensing imagery classification using spatial information. IGARSS 2016: 1520-1523 - [c123]Rui Zhao, Bo Du, Liangpei Zhang:
BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect. IGARSS 2016: 1851-1854 - [c122]Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang:
Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. IGARSS 2016: 1863-1866 - [c121]Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang:
Mining the spatial distribution of visual words for scene classification. IGARSS 2016: 2415-2418 - [c120]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Squaring weighted low-rank subspace clustering for hyperspectral image band selection. IGARSS 2016: 2434-2437 - [c119]Jiayi Li, Xin Huang, Liangpei Zhang:
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. IGARSS 2016: 2618-2621 - [c118]Ji Zhao, Yanfei Zhong, Rongrong Gao, Liangpei Zhang, Hong Shu:
Feature extraction framework in class space for hyperspectral image classification. IGARSS 2016: 3164-3167 - [c117]Siqi Wu, Bei Zhao, Yanfei Zhong, Liangpei Zhang:
Multi-object spatial relationship model for high spatial resolution scene classification. IGARSS 2016: 3306-3309 - [c116]Ailong Ma, Yanfei Zhong, Hongzan Jiao, Liangpei Zhang:
Local spectral-spatial clustering for remote sensing imagery. IGARSS 2016: 5130-5133 - [c115]Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. IGARSS 2016: 5761-5764 - [c114]Xiong Xu, Xiaohua Tong, Jie Li, Huan Xie, Yanfei Zhong, Liangpei Zhang, Dongmei Song:
Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. IGARSS 2016: 6129-6132 - [c113]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
Complete dictionary online learning for sparse unmixing. IGARSS 2016: 6581-6584 - [c112]Weiwei Sun, Man Jiang, Liangpei Zhang:
Pure endmember extraction using SSR for Hyperspectral imagery. IGARSS 2016: 6589-6592 - [c111]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
A universal remote sensing image quality improvement method with deep learning. IGARSS 2016: 6950-6953 - [c110]Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang:
Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. IGARSS 2016: 7026-7029 - [c109]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang:
A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. IGARSS 2016: 7030-7033 - [c108]Wei He, Hongyan Zhang, Liangpei Zhang:
Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. IGARSS 2016: 7034-7037 - [c107]Hai Zhang, Huanfeng Shen, Liangpei Zhang:
Fusion of multispectral and SAR images using sparse representation. IGARSS 2016: 7200-7203 - [c106]Hang Chen, Hongyan Zhang, Liangpei Zhang:
Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. IGARSS 2016: 7264-7267 - [c105]Hui Liu, Xin Huang, Liangpei Zhang:
A semantic scene model for multitemporal detection of Urban villages in mega city regions of China. IGARSS 2016: 7310-7313 - [c104]Zhiwei Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features. IGARSS 2016: 7612-7615 - [c103]Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang:
Accurate object tracking by combining correlation filters and keypoints. IJCNN 2016: 2522-2525 - [c102]Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You:
Sparse tensor discriminative locality alignment for gait recognition. IJCNN 2016: 4489-4495 - [c101]Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Denoising auto-encoders toward robust unsupervised feature representation. IJCNN 2016: 4721-4728 - [c100]Huifang Li, Huanfeng Shen, Qiangqiang Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang:
Quality improvement of hyperspectral remote sensing images: A technical overview. WHISPERS 2016: 1-5 - [c99]Weiwei Sun, Liangpei Zhang, Bo Du:
Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification. WHISPERS 2016: 1-4 - [c98]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. WHISPERS 2016: 1-4 - [c97]Hongyan Zhang, Wei He, Wenzhi Liao, Renbo Luo, Liangpei Zhang, Aleksandra Pizurica:
Exploiting the low-rank property of hyperspectral imagery: A technical overview. WHISPERS 2016: 1-5 - [c96]Rui Zhao, Bo Du, Liangpei Zhang:
GSEAD: Graphical score estimation for hyperspectral anomaly detection. WHISPERS 2016: 1-5 - [i4]Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang:
Image stitching with perspective-preserving warping. CoRR abs/1605.05019 (2016) - [i3]Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo Gamba, Liangpei Zhang:
Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery. CoRR abs/1606.05415 (2016) - [i2]Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang:
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification. CoRR abs/1608.05167 (2016) - [i1]Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang:
A Spatial and Temporal Non-Local Filter Based Data Fusion. CoRR abs/1611.07231 (2016) - 2015
- [j154]Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Fusion of multi-scale DEMs using a regularized super-resolution method. Int. J. Geogr. Inf. Sci. 29(12): 2095-2120 (2015) - [j153]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. Int. J. Fuzzy Syst. 17(2): 353-364 (2015) - [j152]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing 147: 358-363 (2015) - [j151]Chen Wu, Liangpei Zhang, Bo Du:
Hyperspectral anomaly change detection with slow feature analysis. Neurocomputing 151: 175-187 (2015) - [j150]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image). 计算机科学 42(4): 274-275 (2015) - [j149]Ji Zhao, Yanfei Zhong, Yunyun Wu, Liangpei Zhang, Hong Shu:
Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Signal Process. 9(6): 1049-1060 (2015) - [j148]Chao Zeng, Huanfeng Shen, Mingliang Zhong, Liangpei Zhang, Penghai Wu:
Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression. IEEE Geosci. Remote. Sens. Lett. 12(3): 512-516 (2015) - [j147]Yanfei Zhong, Wenfeng Liu, Ji Zhao, Liangpei Zhang:
Change Detection Based on Pulse-Coupled Neural Networks and the NMI Feature for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 12(3): 537-541 (2015) - [j146]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12(4): 915-919 (2015) - [j145]Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognit. 48(10): 3102-3112 (2015) - [j144]Fan Hu, Gui-Song Xia, Jingwen Hu, Liangpei Zhang:
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery. Remote. Sens. 7(11): 14680-14707 (2015) - [j143]Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang:
A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery. Remote. Sens. 7(11): 14988-15013 (2015) - [j142]Gui-Song Xia, Zifeng Wang, Caiming Xiong, Liangpei Zhang:
Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge. Remote. Sens. 7(11): 15014-15045 (2015) - [j141]Xin Huang, Chunlei Weng, Qikai Lu, Tiantian Feng, Liangpei Zhang:
Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas. Remote. Sens. 7(12): 16024-16044 (2015) - [j140]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du:
A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Process. 106: 245-252 (2015) - [j139]Bo Du, Yuxiang Zhang, Liangpei Zhang, Lefei Zhang:
A hypothesis independent subpixel target detector for hyperspectral Images. Signal Process. 110: 244-249 (2015) - [j138]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Hyperspectral image recovery employing a multidimensional nonlocal total variation model. Signal Process. 111: 230-248 (2015) - [j137]Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang:
Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(3): 1041-1050 (2015) - [j136]Yanni Dong, Bo Du, Liangpei Zhang:
Target Detection Based on Random Forest Metric Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1830-1838 (2015) - [j135]Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang:
Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 1872-1875 (2015) - [j134]Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun:
Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 2015-2030 (2015) - [j133]Xin Huang, Cong Xie, Xing Fang, Liangpei Zhang:
Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 2097-2110 (2015) - [j132]Yuxiang Zhang, Liangpei Zhang, Bo Du, Shugen Wang:
A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2513-2522 (2015) - [j131]Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma:
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2523-2533 (2015) - [j130]Mingming Xu, Liangpei Zhang, Bo Du:
An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2607-2617 (2015) - [j129]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2728-2738 (2015) - [j128]Weiwei Sun, Liangpei Zhang, Bo Du, Weiyue Li, Yenming Mark Lai:
Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2784-2797 (2015) - [j127]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 3050-3061 (2015) - [j126]Nan Wang, Bo Du, Liangpei Zhang, Lifu Zhang:
An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53(1): 416-428 (2015) - [j125]Yuxiang Zhang, Bo Du, Liangpei Zhang:
A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(3): 1346-1354 (2015) - [j124]Yanfei Zhong, Yunyun Wu, Xiong Xu, Liangpei Zhang:
An Adaptive Subpixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 53(3): 1411-1426 (2015) - [j123]Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza:
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(3): 1592-1606 (2015) - [j122]Fan Zhang, Bo Du, Liangpei Zhang:
Saliency-Guided Unsupervised Feature Learning for Scene Classification. IEEE Trans. Geosci. Remote. Sens. 53(4): 2175-2184 (2015) - [j121]Ji Zhao, Yanfei Zhong, Liangpei Zhang:
Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 53(5): 2440-2452 (2015) - [j120]Xin Huang, Hui Liu, Liangpei Zhang:
Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 53(7): 3639-3657 (2015) - [j119]Ailong Ma, Yanfei Zhong, Liangpei Zhang:
Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 53(8): 4202-4217 (2015) - [j118]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(10): 5338-5351 (2015) - [j117]Nengcheng Chen, Chenjie Xing, Xiang Zhang, Liangpei Zhang, Jianya Gong:
Spaceborne Earth-Observing Optical Sensor Static Capability Index for Clustering. IEEE Trans. Geosci. Remote. Sens. 53(10): 5504-5518 (2015) - [j116]Qian Shi, Bo Du, Liangpei Zhang:
Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(10): 5677-5689 (2015) - [j115]Gang Yang, Huanfeng Shen, Liangpei Zhang, Zongyi He, Xinghua Li:
A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data. IEEE Trans. Geosci. Remote. Sens. 53(11): 6008-6021 (2015) - [j114]Yanfei Zhong, Qiqi Zhu, Liangpei Zhang:
Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 53(11): 6207-6222 (2015) - [j113]Bo Wu, Bo Huang, Liangpei Zhang:
An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion. IEEE Trans. Geosci. Remote. Sens. 53(12): 6791-6803 (2015) - [j112]Qian Shi, Bo Du, Liangpei Zhang:
Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification. IEEE Trans. Image Process. 24(7): 2037-2050 (2015) - [c95]Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang:
Batch Mode Active Learning for Geographical Image Classification. APWeb 2015: 744-755 - [c94]Xiaobing Han, Yanfei Zhong, Lifang He, Philip S. Yu, Liangpei Zhang:
The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification. BIH 2015: 156-166 - [c93]Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang:
Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery. ChinaSIP 2015: 1081-1085 - [c92]Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang:
The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery. FSKD 2015: 717-721 - [c91]Xiaobing Han, Yanfei Zhong, Bei Zhao, Liangpei Zhang:
Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification. ICNC 2015: 42-46 - [c90]Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang:
Local decision maximum margin metric learning for hyperspectral target detection. IGARSS 2015: 397-400 - [c89]Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang:
Finding edges of buildings via a junction process in high-resolution remotely sensed images. IGARSS 2015: 477-480 - [c88]Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang:
Fast binary coding for satellite image scene classification. IGARSS 2015: 517-520 - [c87]Tingting Zhu, Fei Li, Yu Zhang, Shengkai Zhang, Weifeng Hao, Liangpei Zhang:
Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets. IGARSS 2015: 762-765 - [c86]Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang:
Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. IGARSS 2015: 1710-1713 - [c85]Huali Li, Shutao Li, Liangpei Zhang:
Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information. IGARSS 2015: 1753-1756 - [c84]Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun, Liangpei Zhang:
A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery. IGARSS 2015: 2389-2392 - [c83]Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan, Huifang Li:
A unified framework for spatio-temporal-spectral fusion of remote sensing images. IGARSS 2015: 2584-2587 - [c82]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. IGARSS 2015: 2592-2595 - [c81]Ji Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang:
Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery. IGARSS 2015: 4380-4383 - [c80]Yuxiang Zhang, Bo Du, Liangpei Zhang:
SISTOR: A statistics-inspired sparsity target detector for hyperspectral images. IGARSS 2015: 4428-4431 - [c79]Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang:
A benchmark for scene classification of high spatial resolution remote sensing imagery. IGARSS 2015: 5003-5006 - [c78]Linwei Yue, Wei Yu, Huanfeng Shen, Liangpei Zhang, Yuanqing He:
Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China. IGARSS 2015: 5011-5014 - [c77]Liwen Huang, Huanfeng Shen, Penghai Wu, Liangpei Zhang, Chao Zeng:
Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data. JURSE 2015: 1-4 - [c76]Rongrong Gao, Yanfei Zhong, Bei Zhao, Liangpei Zhang:
Normalized cut segmentation with edge constraint for high resolution remote sensing imagery. RAM/CIS 2015: CIS:36-40 - [c75]Xiangchao Meng, Huanfeng Shen, Huifang Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang:
Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. WHISPERS 2015: 1-4 - [c74]Weiwei Sun, Liangpei Zhang, Bo Du:
A sparse self-representation method for band selection in hyperspectral imagery classification. WHISPERS 2015: 1-4 - [c73]Ke Wu, Yue Ma, Liangpei Zhang:
Sub-pixel land-cover change detection based on pixel unmixing and EM algorithm. WHISPERS 2015: 1-4 - [c72]Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Xiong Xu:
Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model. WHISPERS 2015: 1-4 - [c71]Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang:
Non-local sub-pixel mapping for hyperspectral imagery. WHISPERS 2015: 1-4 - 2014
- [j111]Xiong Xu, Yanfei Zhong, Liangpei Zhang:
A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images. Neurocomputing 134: 79-91 (2014) - [j110]Yuxiang Zhang, Bo Du, Liangpei Zhang:
Regularization Framework for Target Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 11(1): 313-317 (2014) - [j109]Xin Huang, Dawei Wen, Junfeng Xie, Liangpei Zhang:
Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective. IEEE Geosci. Remote. Sens. Lett. 11(4): 753-757 (2014) - [j108]Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan:
Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. IEEE Geosci. Remote. Sens. Lett. 11(4): 768-772 (2014) - [j107]Huifang Li, Liangpei Zhang, Huanfeng Shen:
A Principal Component Based Haze Masking Method for Visible Images. IEEE Geosci. Remote. Sens. Lett. 11(5): 975-979 (2014) - [j106]Yanfei Zhong, Lin Zhao, Liangpei Zhang:
An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 11(6): 1061-1065 (2014) - [j105]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. IEEE Geosci. Remote. Sens. Lett. 11(8): 1409-1413 (2014) - [j104]Xian Guo, Xin Huang, Liangpei Zhang:
Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 11(12): 2183-2187 (2014) - [j103]Bo Du, Liangpei Zhang:
Target detection based on a dynamic subspace. Pattern Recognit. 47(1): 344-358 (2014) - [j102]Hongyan Zhang, Zeyu Yang, Liangpei Zhang, Huanfeng Shen:
Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. Remote. Sens. 6(1): 637-657 (2014) - [j101]Qikai Lu, Xin Huang, Liangpei Zhang:
A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery. Remote. Sens. 6(6): 5732-5753 (2014) - [j100]Huanfeng Shen, Wennan Zhao, Qiangqiang Yuan, Liangpei Zhang:
Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization. Remote. Sens. 6(8): 7491-7521 (2014) - [j99]Xin Huang, Xiaobo Liu, Liangpei Zhang:
A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation. Remote. Sens. 6(9): 8424-8445 (2014) - [j98]Xia Lan, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan:
A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images. Signal Process. 101: 19-34 (2014) - [j97]Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
A locally adaptive L1-L2 norm for multi-frame super-resolution of images with mixed noise and outliers. Signal Process. 105: 156-174 (2014) - [j96]Xin Huang, Liangpei Zhang, Tingting Zhu:
Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 105-115 (2014) - [j95]Xiaoshuang Ma, Huanfeng Shen, Jie Yang, Liangpei Zhang, Pingxiang Li:
Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(3): 961-971 (2014) - [j94]Rui Zhao, Bo Du, Liangpei Zhang:
A Robust Nonlinear Hyperspectral Anomaly Detection Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1227-1234 (2014) - [j93]Yanfei Zhong, Ailong Ma, Liangpei Zhang:
An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1235-1248 (2014) - [j92]Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen:
An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1284-1294 (2014) - [j91]Yanfei Zhong, Xuemei Lin, Liangpei Zhang:
A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1314-1330 (2014) - [j90]Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(5): 1792-1805 (2014) - [j89]Yanfei Zhong, Ruyi Feng, Liangpei Zhang:
Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1889-1909 (2014) - [j88]Mingming Xu, Bo Du, Liangpei Zhang:
Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2004-2015 (2014) - [j87]Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang:
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2056-2065 (2014) - [j86]Ting Wang, Bo Du, Liangpei Zhang:
An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2367-2382 (2014) - [j85]Ting Hu, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2443-2457 (2014) - [j84]Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang:
Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(9): 3773-3783 (2014) - [j83]Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura:
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4653-4669 (2014) - [j82]Huifang Li, Liangpei Zhang, Huanfeng Shen:
An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 52(1): 106-120 (2014) - [j81]Qing Cheng, Huanfeng Shen, Liangpei Zhang, Pingxiang Li:
Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 52(1): 175-187 (2014) - [j80]Xiong Xu, Yanfei Zhong, Liangpei Zhang:
Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 52(2): 787-804 (2014) - [j79]Yanfei Zhong, Bei Zhao, Liangpei Zhang:
Multiagent Object-Based Classifier for High Spatial Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. 52(2): 841-857 (2014) - [j78]Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng:
Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 52(2): 894-906 (2014) - [j77]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 52(2): 1030-1043 (2014) - [j76]Bin Luo, Liangpei Zhang:
Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images. IEEE Trans. Geosci. Remote. Sens. 52(2): 1451-1462 (2014) - [j75]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy. IEEE Trans. Geosci. Remote. Sens. 52(5): 2314-2325 (2014) - [j74]Bo Wu, Liangpei Zhang, Yindi Zhao:
Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(5): 2593-2606 (2014) - [j73]Chen Wu, Bo Du, Liangpei Zhang:
Slow Feature Analysis for Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(5): 2858-2874 (2014) - [j72]Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang:
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. IEEE Trans. Geosci. Remote. Sens. 52(6): 3707-3719 (2014) - [j71]Hongzan Jiao, Yanfei Zhong, Liangpei Zhang:
An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 52(8): 4524-4538 (2014) - [j70]Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan:
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. IEEE Trans. Geosci. Remote. Sens. 52(8): 4729-4743 (2014) - [j69]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Trans. Geosci. Remote. Sens. 52(8): 4955-4965 (2014) - [j68]Liangpei Zhang, Chen Wu, Bo Du:
Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis. IEEE Trans. Geosci. Remote. Sens. 52(10): 6141-6155 (2014) - [j67]Bo Du, Liangpei Zhang:
A Discriminative Metric Learning Based Anomaly Detection Method. IEEE Trans. Geosci. Remote. Sens. 52(11): 6844-6857 (2014) - [j66]Yanfei Zhong, Ji Zhao, Liangpei Zhang:
A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 52(11): 7023-7037 (2014) - [j65]Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan, Gang Yang:
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 52(11): 7086-7098 (2014) - [j64]Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza:
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. IEEE Trans. Geosci. Remote. Sens. 52(11): 7140-7159 (2014) - [c70]Ailong Ma, Yanfei Zhong, Liangpei Zhang:
Remote sensing imagery clustering using an adaptive bi-objective memetic method. IEEE Congress on Evolutionary Computation 2014: 50-57 - [c69]Gang Liu, Gui-Song Xia, Wen Yang, Liangpei Zhang:
Texture Analysis with Shape Co-occurrence Patterns. ICPR 2014: 1627-1632 - [c68]Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun:
Unsupervised feature coding on local patch manifold for satellite image scene classification. IGARSS 2014: 1273-1276 - [c67]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Background joint sparse representation for hyperspectral image subpixel anomaly detection. IGARSS 2014: 1528-1531 - [c66]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. IGARSS 2014: 1536-1539 - [c65]Xiaoshuang Ma, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Spatially adaptive nonlocal total variation for PolSAR despeckling. IGARSS 2014: 1670-1673 - [c64]Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang:
Spectral active clustering of remote sensing images. IGARSS 2014: 1737-1740 - [c63]Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Analysis model based recovery of remote sensing data. IGARSS 2014: 2491-2494 - [c62]Qiqi Zhu, Yanfei Zhong, Liangpei Zhang:
Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery. IGARSS 2014: 2854-2857 - [c61]Qiangqiang Yuan, Li Yan, Jiancheng Li, Liangpei Zhang:
Remote sensing image super-resolution via regional spatially adaptive total variation model. IGARSS 2014: 3073-3076 - [c60]Nan Xue, Gui-Song Xia, Liangpei Zhang:
Anisotropic diffusion on complex tensor fields for PolSAR image filtering. IGARSS 2014: 3702-3705 - [c59]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. IGARSS 2014: 4632-4635 - [c58]Jun Liu, Bin Luo, Liangpei Zhang:
A content based MAP retrieval system for land cover data. IGARSS 2014: 5191-5194 - [c57]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. WHISPERS 2014: 1-4 - [c56]Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang:
Support tensor machine with local pixel neighborhood for hyperspectral image classification. WHISPERS 2014: 1-4 - [c55]Chen Wu, Bo Du, Liangpei Zhang:
Slow feature analysis for hyperspectral change detection. WHISPERS 2014: 1-4 - 2013
- [j63]Xia Lan, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, Huifang Li:
Single image haze removal considering sensor blur and noise. EURASIP J. Adv. Signal Process. 2013: 86 (2013) - [j62]Bo Du, Liangpei Zhang, Dacheng Tao, Dengyi Zhang:
Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing 120: 72-82 (2013) - [j61]Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot, Liangpei Zhang:
Decision-Based Fusion for Pansharpening of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 10(1): 19-23 (2013) - [j60]Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang:
Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 10(1): 24-28 (2013) - [j59]Qian Zhang, Xin Huang, Liangpei Zhang:
An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 10(1): 125-129 (2013) - [j58]Lei Shi, Lefei Zhang, Jie Yang, Liangpei Zhang, Pingxiang Li:
Supervised Graph Embedding for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 10(2): 216-220 (2013) - [j57]Yuqi Tang, Xin Huang, Liangpei Zhang:
Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 10(5): 1060-1064 (2013) - [j56]Ting Wang, Bo Du, Liangpei Zhang:
A Background Self-Learning Framework for Unstructured Target Detectors. IEEE Geosci. Remote. Sens. Lett. 10(6): 1577-1581 (2013) - [j55]Yanfei Zhong, Liangpei Zhang:
Sub-pixel mapping based on artificial immune systems for remote sensing imagery. Pattern Recognit. 46(11): 2902-2926 (2013) - [j54]Nan Wang, Bo Du, Liangpei Zhang:
An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 554-569 (2013) - [j53]Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang:
Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 580-593 (2013) - [j52]Ting Wang, Bo Du, Liangpei Zhang:
A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 626-637 (2013) - [j51]Chen Wu, Bo Du, Liangpei Zhang:
A Subspace-Based Change Detection Method for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-3): 815-830 (2013) - [j50]Bin Luo, Shujing Jiang, Liangpei Zhang:
Indexing of Remote Sensing Images With Different Resolutions by Multiple Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 1899-1912 (2013) - [j49]Yanfei Zhong, Shuai Zhang, Liangpei Zhang:
Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(5): 2290-2301 (2013) - [j48]Bin Luo, Chenghai Yang, Jocelyn Chanussot, Liangpei Zhang:
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51(1): 162-173 (2013) - [j47]Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang:
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 51(1): 242-256 (2013) - [j46]Xin Huang, Liangpei Zhang:
An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 51(1): 257-272 (2013) - [j45]Qian Shi, Liangpei Zhang, Bo Du:
Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4800-4815 (2013) - [j44]Ziheng Sun, Peng Yue, Lei Hu, Jianya Gong, Liangpei Zhang, Xianchang Lu:
GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation. IEEE Trans. Geosci. Remote. Sens. 51(11): 5131-5136 (2013) - [j43]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering. IEEE Trans. Image Process. 22(6): 2327-2342 (2013) - [c54]Xia Lan, Huanfeng Shen, Liangpei Zhang:
An Adaptive Non-local Means Filter Based on Region Homogeneity. ICIG 2013: 50-54 - [c53]Chen Wu, Bo Du, Liangpei Zhang:
An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis. ICIG 2013: 83-88 - [c52]Ailong Ma, Yanfei Zhong, Liangpei Zhang:
Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. IDEAL 2013: 278-285 - [c51]Bei Zhao, Yanfei Zhong, Liangpei Zhang:
Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery. IGARSS 2013: 196-199 - [c50]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
A nonlinear regression classification algorithm with small sample set for hyperspectral image. IGARSS 2013: 441-444 - [c49]Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li:
Subspace clustering based on decision fusion strategy for hyperspectral imagery. IGARSS 2013: 1485-1488 - [c48]Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang:
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images. IGARSS 2013: 3132-3135 - [c47]Qian Shi, Liangpei Zhang, Bo Du:
Spatial correlated information based batch mode active learning method for remote sensing image classification. IGARSS 2013: 3148-3151 - [c46]Jie Li, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. IGARSS 2013: 3498-3501 - [c45]Bo Du, Nan Wang, Liangpei Zhang, Dacheng Tao:
Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis. IScIDE 2013: 336-343 - [c44]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. IScIDE 2013: 351-358 - [c43]Nengcheng Chen, Fangling Pu, Chuli Hu, Xiang Zhang, Wenying Du, Liangpei Zhang:
Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project. SMC 2013: 1058-1062 - [c42]Jie Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Wei Gong:
Hypspectral image denoising via multidimensional nonlocal model. WHISPERS 2013: 1-4 - [c41]Mingming Xu, Liangpei Zhang, Bo Du:
Endmember extraction analysis considering endmember variability. WHISPERS 2013: 1-4 - [c40]Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng:
A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. WHISPERS 2013: 1-4 - [c39]Yuxiang Zhang, Bo Du, Liangpei Zhang:
A spatial filter based framework for target detection in hyperspectral imagery. WHISPERS 2013: 1-4 - [c38]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia:
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. WHISPERS 2013: 1-4 - 2012
- [j42]Tingting Liu, Liangpei Zhang, Pingxiang Li, Hui Lin:
Remotely sensed image retrieval based on region-level semantic mining. EURASIP J. Image Video Process. 2012: 4 (2012) - [j41]Liangpei Zhang, Bo Du:
Recent advances in hyperspectral image processing. Geo spatial Inf. Sci. 15(3): 143-156 (2012) - [j40]Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
A Practical Compressed Sensing-Based Pan-Sharpening Method. IEEE Geosci. Remote. Sens. Lett. 9(4): 629-633 (2012) - [j39]Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang:
A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator. IEEE Geosci. Remote. Sens. Lett. 9(5): 861-865 (2012) - [j38]Huanfeng Shen, Lijun Du, Liangpei Zhang, Wei Gong:
A Blind Restoration Method for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 9(6): 1137-1141 (2012) - [j37]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A super-resolution reconstruction algorithm for hyperspectral images. Signal Process. 92(9): 2082-2096 (2012) - [j36]Xin Huang, Liangpei Zhang:
Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 161-172 (2012) - [j35]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model. IEEE Trans. Circuits Syst. Video Technol. 22(3): 379-392 (2012) - [j34]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 50(3): 879-893 (2012) - [j33]Yanfei Zhong, Liangpei Zhang:
An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 50(3): 894-909 (2012) - [j32]Huifang Li, Liangpei Zhang, Huanfeng Shen:
A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(8): 3053-3065 (2012) - [j31]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 50(10): 3660-3677 (2012) - [j30]Hongzan Jiao, Yanfei Zhong, Liangpei Zhang:
Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 50(10): 4085-4104 (2012) - [j29]Yanfei Zhong, Liangpei Zhang:
Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution. IEEE Trans. Syst. Man Cybern. Part B 42(5): 1306-1329 (2012) - [j28]Liangpei Zhang, Huanfeng Shen, Wei Gong, Hongyan Zhang:
Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. IEEE Trans. Syst. Man Cybern. Part B 42(6): 1693-1704 (2012) - [c37]Bo Du, Liangpei Zhang, Dacheng Tao, Nan Wang, Tao Chen:
A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. ICCH 2012: 112-119 - [c36]Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang:
Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. IGARSS 2012: 3050-3053 - [c35]Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang:
Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. IGARSS 2012: 7263-7266 - [c34]Ruyi Feng, Yanfei Zhong, Liangpei Zhang:
Non-local sparse spectral unmixing for remote sensing imagery. WHISPERS 2012: 1-4 - [c33]Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang:
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. WHISPERS 2012: 1-4 - [c32]Qian Shi, Liangpei Zhang, Bo Du:
An novel active learning strategy for hyperspectral image classification. WHISPERS 2012: 1-4 - [c31]Ting Wang, Bo Du, Liangpei Zhang:
A local subspace based nonlinear target detector. WHISPERS 2012: 1-4 - [c30]Nan Wang, Liangpei Zhang, Bo Du:
An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing. WHISPERS 2012: 1-5 - [c29]Chen Wu, Liangpei Zhang, Bo Du:
Targeted change detection for stacked multi-temporal hyperspectral image. WHISPERS 2012: 1-4 - [c28]Mingming Xu, Liangpei Zhang, Bo Du, Liqun Liu:
An endmember extraction framework based on abundance constraint. WHISPERS 2012: 1-4 - [c27]Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang, Xia Lan:
Hypspectral image denoising with a multi-view fusion strategy. WHISPERS 2012: 1-4 - [c26]Liangpei Zhang, Jenny Q. Du:
Foreword. WHISPERS 2012: 1-2 - [c25]Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang:
A method for object identification in multispectral image based on tensor approach. WHISPERS 2012: 1-4 - 2011
- [j27]Yi Wang, Ruiqing Niu, Liangpei Zhang, Ke Wu, Hichem Sahli:
A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising. EURASIP J. Adv. Signal Process. 2011: 22 (2011) - [j26]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geosci. Remote. Sens. Lett. 8(2): 374-378 (2011) - [j25]Huanfeng Shen, Chao Zeng, Liangpei Zhang:
Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 185-192 (2011) - [j24]Bo Du, Liangpei Zhang:
Random-Selection-Based Anomaly Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 49(5): 1578-1589 (2011) - [j23]Huali Li, Liangpei Zhang:
A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window. IEEE Trans. Geosci. Remote. Sens. 49(11): 4223-4238 (2011) - [j22]Peng Yue, Yaxing Wei, Liping Di, Lianlian He, Jianya Gong, Liangpei Zhang:
Sharing geospatial provenance in a service-oriented environment. Comput. Environ. Urban Syst. 35(4): 333-343 (2011) - [c24]Taolin Ma, XiaoLan Sun, Liangpei Zhang:
Improved Design of GPRS Wireless Security System Based on AES. CSEE (1) 2011: 155-160 - [c23]Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li:
Unsupervised remote sensing image classification using an artificial DNA computing. ICNC 2011: 1341-1345 - [c22]Yanfei Zhong, Liangpei Zhang:
Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery. IGARSS 2011: 1724-1727 - [c21]Xiong Xu, Yanfei Zhong, Liangpei Zhang:
Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model. IScIDE 2011: 482-489 - [c20]Lifei Wei, Yanfei Zhong, Liangpei Zhang, Pingxiang Li:
New Unsupervised change detection algorithm based on the MRF in remote sensing image. JURSE 2011: 325-328 - 2010
- [j21]Yuancheng Huang, Liangpei Zhang, Pingxiang Li, Yanfei Zhong:
High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area. Geo spatial Inf. Sci. 13(2): 111-122 (2010) - [j20]Liangpei Zhang, Xin Huang:
Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery. Neurocomputing 73(4-6): 927-936 (2010) - [j19]Xin Huang, Liangpei Zhang:
Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping. IEEE Geosci. Remote. Sens. Lett. 7(2): 261-265 (2010) - [j18]Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, Pingxiang Li:
A super-resolution reconstruction algorithm for surveillance images. Signal Process. 90(3): 848-859 (2010) - [j17]Liangpei Zhang, Bo Du, Yanfei Zhong:
Hybrid Detectors Based on Selective Endmembers. IEEE Trans. Geosci. Remote. Sens. 48(6): 2633-2646 (2010) - [j16]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen, Pingxiang Li:
Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve. IEEE Trans. Image Process. 19(12): 3157-3170 (2010) - [c19]Lifei Wei, Pingxiang Li, Liangpei Zhang, Yanfei Zhong:
An advanced change detection method based on object-oriented classification of multi-band remote sensing image. Geoinformatics 2010: 1-6
2000 – 2009
- 2009
- [j15]Huanfeng Shen, Michael K. Ng, Pingxiang Li, Liangpei Zhang:
Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images. Comput. J. 52(1): 90-100 (2009) - [j14]Xin Huang, Liangpei Zhang, Le Wang:
Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery. IEEE Geosci. Remote. Sens. Lett. 6(3): 393-397 (2009) - [j13]Huanfeng Shen, Liangpei Zhang:
A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 47(5): 1492-1502 (2009) - [c18]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li:
A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. ICIG 2009: 97-102 - [c17]Yong Chen, Liangpei Zhang, Bo Du:
A Structured Sub-pixel Target Detector for Hyperspectral Imagery. ICIG 2009: 183-188 - [c16]Shalei Song, Pingxiang Li, Wei Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang:
A Narrow Band Combination Model to Determine Leaf Nitrogen and Water Content in Rice. IGARSS (4) 2009: 280-283 - [c15]Shalei Song, Pingxiang Li, Wei Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang:
Spectral Ratio Lidar for Objects Detection. IGARSS (2) 2009: 432-435 - [c14]Yingying Ma, Wei Gong, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li:
Cloud Amount and Aerosol Characteristic Research in the Atmosphere over Hubei Province, China. IGARSS (3) 2009: 631-634 - [c13]Yanfei Zhong, Liangpei Zhang, Pingxiang Li, Huanfeng Shen:
A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery. IGARSS (3) 2009: 1007-1010 - [c12]Qian Du, Liangpei Zhang, Nareenart Raksuntorn:
Improving the quality of extracted endmembers. WHISPERS 2009: 1-4 - 2008
- [j12]Liangpei Zhang, Ke Wu, Yanfei Zhong, Pingxiang Li:
A new sub-pixel mapping algorithm based on a BP neural network with an observation model. Neurocomputing 71(10-12): 2046-2054 (2008) - [j11]Xin Huang, Liangpei Zhang:
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 46(12): 4173-4185 (2008) - [c11]Jinye Zhang, Wei Gong, Jun Li, Feiyue Mao, Rongliang Zeng, Zhenluan Hu, Liangpei Zhang, Pingxiang Li:
Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer. IGARSS (3) 2008: 899-902 - [c10]Jun Li, Wei Gong, Yingying Ma, Zhongmin Zhu, Pingxiang Li, Liangpei Zhang:
Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China. IGARSS (3) 2008: 969-972 - [c9]Yingying Ma, Wei Gong, Jun Li, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li:
Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China. IGARSS (3) 2008: 984-987 - 2007
- [j10]Michael K. Ng, Huanfeng Shen, Edmund Y. Lam, Liangpei Zhang:
A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. EURASIP J. Adv. Signal Process. 2007 (2007) - [j9]Xin Huang, Liangpei Zhang, Pingxiang Li:
Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery. IEEE Geosci. Remote. Sens. Lett. 4(2): 260-264 (2007) - [j8]Xin Huang, Liangpei Zhang, Pingxiang Li:
An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas. IEEE Geosci. Remote. Sens. Lett. 4(4): 654-658 (2007) - [j7]Yindi Zhao, Liangpei Zhang, Pingxiang Li, Bo Huang:
Classification of High Spatial Resolution Imagery Using Improved Gaussian Markov Random-Field-Based Texture Features. IEEE Trans. Geosci. Remote. Sens. 45(5-2): 1458-1468 (2007) - [j6]Yanfei Zhong, Liangpei Zhang, Jianya Gong, Pingxiang Li:
A Supervised Artificial Immune Classifier for Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 45(12-1): 3957-3966 (2007) - [j5]Liangpei Zhang, Yanfei Zhong, Bo Huang, Jianya Gong, Pingxiang Li:
Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 45(12-2): 4172-4186 (2007) - [j4]Huanfeng Shen, Liangpei Zhang, Bo Huang, Pingxiang Li:
A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution. IEEE Trans. Image Process. 16(2): 479-490 (2007) - [j3]Yi Wang, Liangpei Zhang, Pingxiang Li:
Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction. IEEE Trans. Image Process. 16(7): 1854-1864 (2007) - [c8]Zhongmin Zhu, Wei Gong, Pingxiang Li, Liangpei Zhang, Qianqing Qin, Yingying Ma, Shalei Song, Jun Li, Mengyu Liu, Zhongyu Hao:
The active-passive remote sensing for aerosol optical depth retrieval. IGARSS 2007: 4291-4294 - 2006
- [j2]Yanfei Zhong, Liangpei Zhang, Bo Huang, Pingxiang Li:
An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery. IEEE Trans. Geosci. Remote. Sens. 44(2): 420-431 (2006) - [j1]Liangpei Zhang, Xin Huang, Bo Huang, Pingxiang Li:
A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery. IEEE Trans. Geosci. Remote. Sens. 44(10-2): 2950-2961 (2006) - [c7]Bo Wu, Liangpei Zhang, Pingxiang Li, Jinmu Zhang:
Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection. ISNN (1) 2006: 1070-1075 - 2005
- [c6]Yindi Zhao, Liangpei Zhang, Pingxiang Li:
Texture Feature Fusion for High Resolution Satellite Image Classification. CGIV 2005: 19-23 - [c5]Yindi Zhao, Liangpei Zhang, Pingxiang Li:
Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification. AIAI 2005: 671-680 - [c4]Yanfei Zhong, Liangpei Zhang, Pingxiang Li:
Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm. IGARSS 2005: 3745-3748 - [c3]Pingxiang Li, Bo Wu, Liangpei Zhang:
Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines. IGARSS 2005: 4315-4318 - [c2]Yi Wang, Liangpei Zhang, Pingxiang Li:
Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology. IGARSS 2005: 4327-4330 - 2004
- [c1]Huanfeng Shen, Pingxiang Li, Liangpei Zhang, Yindi Zhao:
A MAP algorithm to super-resolution image reconstruction. ICIG 2004: 544-547
Coauthor Index
[j479] [j472] [j471] [j470] [j466] [j462] [j461] [j460] [j457] [j448] [j447] [j445] [j443] [j441] [j440] [j439] [j438] [c226] [i90] [i88] [i87] [i82] [j431] [j430] [j429] [j422] [j415] [j412] [j411] [j410] [j409] [j408] [j407] [c223] [i77] [i76] [i75] [i74] [i73] [i72] [i71] [i70] [i68] [i64] [j398] [j397] [j394] [j374] [j365] [j363] [j359] [j358] [j356] [i61] [i59] [j351] [j344] [j342] [j340] [j338] [j337] [j335] [j334] [j330] [j328] [j327] [j323] [j320] [c209] [c207] [c206] [c204] [i54] [i53] [i51] [i46] [i44] [j316] [j314] [j311] [j306] [j303] [j301] [c189] [i42] [i41] [i39] [i36] [j292] [j290] [j287] [j286] [j285] [j284] [j278] [j273] [j271] [c188] [c186] [c179] [c176] [c169] [c168] [c167] [i33] [i32] [i31] [i30] [j267] [j263] [j257] [j253] [j251] [j247] [c166] [c157] [c151] [c148] [i27] [i17] [j246] [j244] [j242] [j239] [j235] [j234] [j229] [j225] [j222] [j221] [j220] [j218] [j217] [j216] [j215] [j214] [j213] [j212] [j209] [j205] [j204] [c144] [c143] [c138] [c131] [i12] [j202] [j200] [j199] [j188] [j185] [j172] [j171] [j170] [j160] [j158] [j155] [c128] [c123] [c109] [c102] [c101] [c99] [c98] [c96] [j152] [j151] [j150] [j145] [j140] [j139] [j136] [j132] [j130] [j128] [j126] [j125] [j122] [j116] [j112] [c95] [c90] [c80] [c74] [j110] [j103] [j94] [j88] [j86] [j73] [j69] [j68] [j67] [c55] [j62] [j56] [j54] [j52] [j51] [j45] [c53] [c47] [c45] [c44] [c41] [c39] [j41] [c37] [c32] [c31] [c30] [c29] [c28] [c25] [j24] [j17] [c17]
Hao-Nan Guo
aka: Haonan Guo
aka: Haonan Guo
DeRen Li
aka: Deren Li
aka: Deren Li
[j418] [j332] [j326] [j321] [j302] [j291] [j283] [j281] [j245] [j237] [c134] [j194] [j163] [c120] [c72] [j95] [j84] [j81] [j58] [c49] [j42] [j39] [c23] [c20] [j21] [j18] [j16] [c19] [j15] [c18] [c16] [c15] [c14] [c13] [j12] [c11] [c10] [c9] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [c8] [j2] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
[j475] [j464] [j455] [j442] [i86] [j436] [j428] [j426] [j416] [c224] [i67] [j396] [j393] [j391] [j383] [j381] [j376] [j375] [c218] [j333] [c213] [i49] [j307] [j304] [j300] [j297] [j296] [i35] [c184] [c183] [c180] [c171] [j269] [j256] [c147] [j231] [c141] [c139] [c132] [c130] [c129] [j191] [j177] [j162] [c116] [j119] [c86] [j93] [c70] [c52]
[j469] [j468] [j432] [j419] [j399] [j386] [j380] [j369] [j367] [j362] [j352] [j345] [i50] [i47] [j313] [j312] [j299] [c199] [c192] [i34] [j295] [j293] [j289] [j288] [j282] [j279] [j277] [j275] [j274] [c185] [c178] [c175] [c174] [c172] [c170] [j264] [j261] [j260] [j259] [j258] [c152] [c150] [c149] [i26] [i21] [i20] [i19] [i18] [j243] [j236] [j230] [j228] [j208] [c137] [c135] [c133] [i10] [i8] [i5] [j193] [j186] [j183] [j180] [j175] [j174] [j166] [j164] [j161] [j157] [c115] [c111] [c107] [c104] [c100] [i3] [i1] [j154] [j153] [j148] [j138] [j137] [j127] [j115] [c83] [c78] [c77] [c75] [j108] [j107] [j102] [j100] [j98] [j97] [j95] [j92] [j90] [j85] [j82] [j81] [j78] [j75] [j70] [j65] [c66] [c65] [c63] [j63] [j43] [c54] [c46] [c42] [j40] [j38] [j37] [j35] [j32] [j31] [j28] [c35] [c27] [j25] [j18] [j16] [j15] [j13] [c18] [c13] [j10] [j4] [c1]
[j479] [j466] [j439] [i88] [i87] [j415] [j409] [j407] [c225] [c223] [i81] [i77] [i75] [i74] [i73] [i59] [i44] [j292] [j284] [i33] [i32] [j247] [i27] [j246] [j218] [j217] [j204] [c131] [j155] [c128] [c102] [c101] [j152] [j145] [j140] [c95] [j78] [j77] [j69] [j62] [j47] [c45] [c44] [c38] [j34] [c37] [j26]
[j472] [j460] [j457] [j448] [j445] [c226] [i90] [i87] [j429] [j422] [j412] [j411] [i78] [i76] [i72] [i71] [i70] [i68] [j394] [j388] [i61] [i60] [j351] [j344] [j342] [j323] [c206] [i54] [i46] [j306] [i42] [i41] [i39] [i36] [j271] [c169] [c168] [c167] [i31] [i30] [j257] [i27] [i17] [j229] [j215] [j184] [j151] [j73] [j68] [c55] [j51] [c53] [c29]
[j467] [j427] [j400] [j364] [j363] [c221] [i62] [i58] [j346] [j343] [c212] [c211] [i57] [i48] [i45] [j310] [j309] [c201] [i43] [i40] [j270] [c187] [c177] [i29] [j268] [j266] [j248] [c163] [c162] [c161] [c158] [c156] [c154] [c153] [c146] [i28] [i25] [i24] [i23] [i22] [i21] [i16] [i15] [j210] [j203] [i14] [i13] [i11] [i9] [i7] [i6] [j201] [j198] [j195] [j169] [j168] [c127] [c121] [c103] [i4] [i3] [i2] [j144] [j143] [j142] [j134] [c92] [c89] [c88] [c84] [c79] [c69] [c68] [c64] [c60] [c48] [c38]
[j478] [j477] [j474] [j469] [j465] [j463] [j451] [j446] [i91] [j435] [j433] [j432] [j420] [j413] [i79] [i65] [j404] [j403] [j399] [j389] [j386] [j372] [j369] [j368] [j367] [j360] [j355] [j352] [c222] [j341] [c208] [i50] [j312] [c199] [c192] [c191] [i34] [j295] [j289] [j282] [j279] [j277] [j275] [j274] [c185] [c178] [c175] [c174] [c172] [j264] [j259] [c152] [c149] [i26] [i20] [i19] [i18] [j243] [c135] [c133] [i10] [i8] [i5] [j193] [j183] [j175] [j166] [j161] [c111] [c100] [j154] [j138] [c83] [c75] [j108] [j100] [j98] [j97] [j75] [j70] [j65] [c65] [c61] [j63] [j43] [c46] [c42] [j35] [j31] [c27] [j16]
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