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2020 – today
- 2024
[j103]Tianshuai Li, Tianzhu Liu, Xian Li
, Yanfeng Gu, Yukun Wang, Yushi Chen:
Multi-sensor multispectral reconstruction framework based on projection and reconstruction. Sci. China Inf. Sci. 67(3) (2024)- [j102]Yukun Wang, Yanfeng Gu, Abiyasi Nanding:
SSTU: Swin-Spectral Transformer U-Net for hyperspectral whole slide image reconstruction. Comput. Medical Imaging Graph. 114: 102367 (2024) - [j101]Hanze Liu, Zhutian Yang, Nan Zhao, Yanfeng Gu, Chau Yuen:
Interference-Aware Multihop Routing in UAV Networks: A Harmonic-Function-Based Potential Field Approach. IEEE Internet Things J. 11(11): 19406-19420 (2024) - [j100]Qingwang Wang, Jiangbo Huang, Tao Shen, Yanfeng Gu:
EHGNN: Enhanced Hypergraph Neural Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j99]Qingwang Wang, Zifeng Zhang, Jiangbo Huang, Tao Shen, Yanfeng Gu:
Multikernel Graph Structure Learning for Multispectral Point Cloud Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5637-5650 (2024) - [j98]Zhe Dong, Yanfeng Gu, Tianzhu Liu:
Generative ConvNet Foundation Model With Sparse Modeling and Low-Frequency Reconstruction for Remote Sensing Image Interpretation. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j97]Zhe Dong, Yanfeng Gu, Tianzhu Liu:
UPetu: A Unified Parameter-Efficient Fine-Tuning Framework for Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j96]Bin Guo, Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu:
Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j95]Tianshuai Li, Tianzhu Liu, Yanfeng Gu, Yushi Chen:
Spectral Reconstruction for Paired Images Based on Semi-Supervised Deep Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j94]Zhenqiang Qin, Xian Li, Yanfeng Gu:
Hemisphere Harmonics Basis: A Universal Approach to Remote Sensing BRDF Approximation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j93]Qingwang Wang, Yujie Qiu, Pengcheng Jin, Tao Shen, Yanfeng Gu:
MPS2L: Mutual Prediction Self-Supervised Learning for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j92]Qingwang Wang, Mingye Wang, Jiangbo Huang, Tianzhu Liu, Tao Shen, Yanfeng Gu:
Unsupervised Domain Adaptation for Cross-Scene Multispectral Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j91]Zhen Xiao, Yanfeng Gu, Xian Li:
A High-Resolution and Efficient Waveform Decomposition Method for Small-Footprint LiDAR. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j90]Wen Xie, Tianzhu Liu, Yanfeng Gu:
Intrinsic Hyperspectral Image Recovery for UAV Strips Stitching. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j89]Manqi Zhao, Shengyang Li, Han Wang, Jian Yang, Yuhan Sun, Yanfeng Gu:
MP2Net: Mask Propagation and Motion Prediction Network for Multiobject Tracking in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j88]Weilong Guo, Shengyang Li, Feixiang Chen, Yuhan Sun, Yanfeng Gu:
Satellite Video Multi-Label Scene Classification With Spatial and Temporal Feature Cooperative Encoding: A Benchmark Dataset and Method. IEEE Trans. Image Process. 33: 2238-2251 (2024) - [c65]Zhen Xiao, Yanfeng Gu, Xian Li, Xiangrong Zhang:
Application of Landweber with Optimization for Small Footprint Waveform Lidar Decomposition. IGARSS 2024: 6408-6411 - [c64]Zhenqiang Qin, Xian Li, Yanfeng Gu, Xiangrong Zhang:
An Automated Workflow for Pixel-Level BRDF Extraction Using UAV-Based Multispectral Images. IGARSS 2024: 6580-6583 - [c63]Yanyuan Huang, Yanfeng Gu, Tianzhu Liu:
A Multimodal Hyperspectral Unmixing Method Under Spectral Variability. IGARSS 2024: 9666-9670 - [c62]Bin Guo, Xiangrong Zhang, Tianzhu Liu, Yanfeng Gu:
Heterogeneous Open-Set Cross-Domain Manifold Embedding Aligned for HSI-MSI Collaborative Classification. IGARSS 2024: 10113-10116 - [c61]Xiaoshu Cui, Yalun Wu, Yanfeng Gu, Qiong Li, Endong Tong, Jiqiang Liu, Wenjia Niu:
Lurking in the Shadows: Imperceptible Shadow Black-Box Attacks Against Lane Detection Models. KSEM (3) 2024: 220-232 - [c60]Hanze Liu, Hu Wang, Zhutian Yang, Nan Zhao, Yanfeng Gu, Chau Yuen:
Navigating Data in UAV Networks: Harmonic Function-Based Potential Field for Interference-Aware Multi-Hop Routing. WCNC 2024: 1-6 - 2023
- [j87]Tengfei Wang, Yanfeng Gu, Shengyang Li:
A multi-frame sparse self-learning PWC-Net for motion estimation in satellite video scenes. Sci. China Inf. Sci. 66(9) (2023) - [j86]Qingwang Wang, Cheng Yin, Haochen Song, Tao Shen, Yanfeng Gu:
UTFNet: Uncertainty-Guided Trustworthy Fusion Network for RGB-Thermal Semantic Segmentation. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j85]Shengyang Li, Xian Sun, Yanfeng Gu, Yixuan Lv, Manqi Zhao, Zhuang Zhou, Weilong Guo, Yuhan Sun, Han Wang, Jian Yang:
Recent Advances in Intelligent Processing of Satellite Video: Challenges, Methods, and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6776-6798 (2023) - [j84]Likun Chen, Yanfeng Gu, Xian Li, Xiangrong Zhang, Baisen Liu:
A Normalized Spatial-Spectral Supervoxel Segmentation Method for Multispectral Point Cloud Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j83]Zhe Dong, Guoming Gao, Tianzhu Liu, Yanfeng Gu, Xiangrong Zhang:
Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j82]Zhe Dong, Tianzhu Liu, Yanfeng Gu:
Spatial and Semantic Consistency Contrastive Learning for Self-Supervised Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j81]Dakuan Du, Yanfeng Gu, Tianzhu Liu, Xian Li:
Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j80]Yanfeng Gu, Yanyuan Huang, Tianzhu Liu:
Intrinsic Decomposition Embedded Spectral Unmixing for Satellite Hyperspectral Images With Endmembers From UAV Platform. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j79]Yanfeng Gu, Yuanhang Wang, Guoming Gao:
Unsupervised Satellite Video Deep Intrinsic Decomposition Using Physical Prior Constraints. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j78]Yanfeng Gu, Zhen Xiao, Xian Li:
A Spatial Alignment Method for UAV LiDAR Strip Adjustment in Nonurban Scenes. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j77]Bin Guo, Tianzhu Liu, Yanfeng Gu:
Structure Preserved Discriminative Distribution Adaptation for Multihyperspectral Image Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j76]Shengyang Li, Zhuang Zhou, Manqi Zhao, Jian Yang, Weilong Guo, Yixuan Lv, Longxuan Kou, Han Wang, Yanfeng Gu:
A Multitask Benchmark Dataset for Satellite Video: Object Detection, Tracking, and Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-21 (2023) - [j75]Chen Wang, Yanfeng Gu, Xian Li:
A Robust Multispectral Point Cloud Generation Method Based on 3-D Reconstruction From Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j74]Meiqi Wang, Junfang Yang, Shanwei Liu, Yanfeng Gu, Mingming Xu, Yi Ma, Jie Zhang, Jianhua Wan:
Quantitative Inversion of Oil Film Thickness Based on Airborne Hyperspectral Data Using the 1DCNN_GRU Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j73]Wen Xie, Yanfeng Gu, Tianzhu Liu:
Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j72]Wen Xie, Xudong Jin, Yanfeng Gu, Tianzhu Liu:
Shadow-Less Intrinsic Hyperspectral Point Cloud Generation From HSIs and LiDAR. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j71]Xiaopeng Zeng, Tengfei Wang, Zhe Dong, Xiangrong Zhang, Yanfeng Gu:
Superpixel Consistency Saliency Map Generation for Weakly Supervised Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j70]Xian Li, Mingli Ding, Yanfeng Gu, Aleksandra Pizurica:
An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3269-3283 (2023) - 2022
- [j69]Zhuang Zhou, Shengyang Li, Weilong Guo, Yanfeng Gu:
Few-Shot Aircraft Detection in Satellite Videos Based on Feature Scale Selection Pyramid and Proposal Contrastive Learning. Remote. Sens. 14(18): 4581 (2022) - [j68]Guoming Gao, Yanfeng Gu, Shengyang Li:
Satellite Video Intrinsic Decomposition. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j67]Guoming Gao, Baisen Liu, Xiangrong Zhang, Xudong Jin, Yanfeng Gu:
Multitemporal Intrinsic Image Decomposition With Temporal-Spatial Energy Constraints for Remote Sensing Image Analysis. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j66]Yanfeng Gu, Chen Wang, Xian Li:
An Intensity-Independent Stereo Registration Method of Push-Broom Hyperspectral Scanner and LiDAR on UAV Platforms. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j65]Yanfeng Gu, Wen Xie, Xian Li, Xudong Jin:
Hyperspectral Intrinsic Image Decomposition With Enhanced Spatial Information. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j64]Bin Guo, Tianzhu Liu, Yanfeng Gu:
Integrating Coupled Dictionary Learning and Distance Preserved Probability Distribution Adaptation for Multispectral-Hyperspectral Image Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j63]Xudong Jin, Yanfeng Gu, Tianzhu Liu, Wen Xie:
Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j62]Xudong Jin, Yanfeng Gu, Wen Xie:
Intrinsic Hyperspectral Image Decomposition With DSM Cues. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j61]Tianshuai Li, Yanfeng Gu:
Progressive Spatial-Spectral Joint Network for Hyperspectral Image Reconstruction. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j60]Xian Li, Yanfeng Gu, Aleksandra Pizurica:
A Unified Multiview Spectral Feature Learning Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j59]Tianshuai Li, Tianzhu Liu, Yukun Wang, Xian Li, Yanfeng Gu:
Spectral Reconstruction Network From Multispectral Images to Hyperspectral Images: A Multitemporal Case. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j58]Huan Liu, Yanfeng Gu:
Deep Joint Estimation Network for Satellite Video Super-Resolution With Multiple Degradations. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j57]Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot:
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j56]Jialei Pan, Yanfeng Gu, Shengyang Li, Guoming Gao, Shaochuan Wu:
Intrinsic Satellite Video Decomposition With Motion Target Energy Constraint. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j55]Zhenqiang Qin, Xian Li, Yanfeng Gu:
An Illumination Estimation and Compensation Method for Radiometric Correction of UAV Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j54]Tengfei Wang, Yanfeng Gu, Guoming Gao:
Satellite Video Scene Classification Using Low-Rank Sparse Representation Two-Stream Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j53]Aili Wang, Dong Xue, Haibin Wu, Yanfeng Gu:
Efficient Convolutional Neural Architecture Search for LiDAR DSM Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j52]Yukun Wang, Yanfeng Gu, Xiaomei Li:
A Novel Low Rank Smooth Flat-Field Correction Algorithm for Hyperspectral Microscopy Imaging. IEEE Trans. Medical Imaging 41(12): 3862-3872 (2022) - [c59]Tengfei Wang, Yanfeng Gu, Xiaopeng Zeng:
Key Region Extraction Via Scene Classification Model. IGARSS 2022: 1524-1527 - [c58]Chen Wang, Yanfeng Gu:
A Method for Generating True Digital Orthophoto Map of UAV Platform Push-Broom Hyperspectral Scanners Assisted by Lidar. IGARSS 2022: 7523-7526 - [c57]Zhenqiang Qin, Yanfeng Gu:
A New Radiometric Correction Method for Multiple UAV Multispectral Images Under Varying Illumination Condition. IGARSS 2022: 7579-7582 - 2021
- [j51]Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia:
Multimodal hyperspectral remote sensing: an overview and perspective. Sci. China Inf. Sci. 64(2) (2021) - [j50]Shiyu Xuan, Shengyang Li, Zifei Zhao, Zhuang Zhou, Wanfeng Zhang, Hong Tan, Guisong Xia, Yanfeng Gu:
Rotation adaptive correlation filter for moving object tracking in satellite videos. Neurocomputing 438: 94-106 (2021) - [j49]Li Dalin, Wang Haijiao, Yang Zhen, Yanfeng Gu, Shi Shen:
An Online Distributed Satellite Cooperative Observation Scheduling Algorithm Based on Multiagent Deep Reinforcement Learning. IEEE Geosci. Remote. Sens. Lett. 18(11): 1901-1905 (2021) - [c56]Yuanhang Wang, Shujia Ye, Yang Bai, Guoming Gao, Yanfeng Gu:
Vehicle Detection Using Deep Learning with Deformable Convolution. IGARSS 2021: 2329-2332 - 2020
- [j48]Yanfeng Gu, Huan Liu, Tengfei Wang, Shengyang Li, Guoming Gao:
Deep feature extraction and motion representation for satellite video scene classification. Sci. China Inf. Sci. 63(4) (2020) - [j47]Yue Hu, Xiaodi Li, Yanfeng Gu, Mathews Jacob:
Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations. IEEE Trans. Geosci. Remote. Sens. 58(1): 532-545 (2020) - [j46]Qingwang Wang, Yanfeng Gu:
A Discriminative Tensor Representation Model for Feature Extraction and Classification of Multispectral LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 58(3): 1568-1586 (2020) - [j45]Jianjun Lei, Xiaowei Luo, Leyuan Fang, Mengyuan Wang, Yanfeng Gu:
Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58(8): 5693-5702 (2020) - [j44]Yanfeng Gu, Tengfei Wang, Xudong Jin, Guoming Gao:
Detection of Event of Interest for Satellite Video Understanding. IEEE Trans. Geosci. Remote. Sens. 58(11): 7860-7871 (2020) - [j43]Huan Liu, Yanfeng Gu, Tengfei Wang, Shengyang Li:
Satellite Video Super-Resolution Based on Adaptively Spatiotemporal Neighbors and Nonlocal Similarity Regularization. IEEE Trans. Geosci. Remote. Sens. 58(12): 8372-8383 (2020) - [c55]Yang Bai, Tongyuan Zou, Shujia Ye, Zhenqiang Qin, Guoming Gao, Yanfeng Gu:
Weak Target Detection in High-Resolution Remote Sensing Images by Combining Super-Resolution and Deformable FPN. IGARSS 2020: 292-295 - [c54]Qingwang Wang, Xiangrong Zhang, Yanfeng Gu:
Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification. IGARSS 2020: 1062-1065
2010 – 2019
- 2019
- [j42]Baisen Liu, Guoming Gao, Yanfeng Gu:
Unsupervised Multitemporal Domain Adaptation With Source Labels Learning. IEEE Geosci. Remote. Sens. Lett. 16(9): 1477-1481 (2019) - [j41]Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia:
Deep Learning Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1882-1897 (2019) - [j40]Guoming Gao, Yanfeng Gu:
Tensorized Principal Component Alignment: A Unified Framework for Multimodal High-Resolution Images Classification. IEEE Trans. Geosci. Remote. Sens. 57(1): 46-61 (2019) - [j39]Xudong Jin, Yanfeng Gu, Tianzhu Liu:
Intrinsic Image Recovery From Remote Sensing Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(1): 224-238 (2019) - [j38]Yanfeng Gu, Tianzhu Liu, Jun Li:
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(7): 4705-4719 (2019) - [j37]Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu:
Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning. IEEE Trans. Geosci. Remote. Sens. 57(12): 9688-9701 (2019) - [c53]Xudong Jin, Yanfeng Gu:
Intrinsic Scene Properties From Hyperspectral Images and LiDAR. CVPR Workshops 2019: 1423-1431 - [c52]Jingli Yang, Yanfeng Gu, Zhen Sun, Zheng Cui:
A Small Infrared Target Detection Method Using Adaptive Local Contrast Measurement. I2MTC 2019: 1-6 - [c51]Souleyman Chaib, Mohammed El Amin Larabi, Yanfeng Gu, Khadidja Bakhti, Moussa Sofiane Karoui:
Very High Resolution Image Scene Classification with Capsule Network. IGARSS 2019: 3049-3052 - [c50]Tianzhu Liu, Yanfeng Gu:
Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification. IGARSS 2019: 10111-10114 - [c49]Huan Liu, Yanfeng Gu:
A Summary Of Super-Resolution For Satellite Videos Via Learning-Based Methods. WHISPERS 2019: 1-4 - [c48]Suling Tan, Huan Liu, Yanfeng Gu, Jocelyn Chanussot:
Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences. WHISPERS 2019: 1-5 - [c47]Min Yang, Meiling Zhang, Yanfeng Gu:
Two-Layer Slow Feature Analysis Network for Change Detection. WHISPERS 2019: 1-4 - 2018
- [j36]Baraka Jacob Maiseli, Lifei Bai, Xianqiang Yang, Yanfeng Gu, Huijun Gao:
Robust cost function for optimizing chamfer masks. Vis. Comput. 34(5): 617-632 (2018) - [c46]Xin Lu, Bixing Zhou, Xuesong Jin, Yanfeng Gu:
Improved Bit Allocation Using Distortion for the CTU-Level Rate Control in HEVC. CSPS (1) 2018: 292-301 - [c45]Xin Lu, Chang Yu, Xuesong Jin, Yanfeng Gu:
Fast Mode Decision of Inter-Prediction for Enhancement Layer in SHVC. CSPS (1) 2018: 1036-1044 - [c44]Xin Lu, Chang Yu, Yanfeng Gu, Graham R. Martin:
A Fast Intra Coding Algorithm for Spatial Scalability in SHVC. ICIP 2018: 1792-1796 - [c43]Xudong Jin, Yanfeng Gu:
Combine Reflectance with Shading Component for Hyperspectral Image Classification. IGARSS 2018: 9-12 - [c42]Tengfei Wang, Yanfeng Gu:
Cnn Based Renormalization Method for Ship Detection in Vhr Remote Sensing Images. IGARSS 2018: 1252-1255 - [c41]Tianzhu Liu, Yanfeng Gu:
Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution. IGARSS 2018: 3983-3986 - [c40]Souleyman Chaib, Yanfeng Gu, Hongxun Yao, Khaled Belkadi:
Very High Resolution Image Scene Classification with Semantic Fisher Vectors. IGARSS 2018: 6844-6847 - [c39]Tianshuai Li, Yanfeng Gu:
Joint Tensor Subspace Alignment on Multi-Angular Remote Sensing Image. WHISPERS 2018: 1-5 - [c38]Yukun Wang, Yanfeng Gu:
Multispectral-lidar data fusion via multiple kernel learning for remote sensing classification. WHISPERS 2018: 1-6 - 2017
- [j35]Baraka Jacob Maiseli, Yanfeng Gu, Huijun Gao:
Recent developments and trends in point set registration methods. J. Vis. Commun. Image Represent. 46: 95-106 (2017) - [j34]Yanfeng Gu, Qingwang Wang:
Discriminative Graph-Based Fusion of HSI and LiDAR Data for Urban Area Classification. IEEE Geosci. Remote. Sens. Lett. 14(6): 906-910 (2017) - [j33]Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu:
Deep Fusion of Remote Sensing Data for Accurate Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1253-1257 (2017) - [j32]Yanfeng Gu, Zhimin Cao, Limin Dong:
A hierarchical energy minimization method for building roof segmentation from airborne LiDAR data. Multim. Tools Appl. 76(3): 4197-4210 (2017) - [j31]Yanfeng Gu, Qingwang Wang, Bingqian Xie:
Multiple Kernel Sparse Representation for Airborne LiDAR Data Classification. IEEE Trans. Geosci. Remote. Sens. 55(2): 1085-1105 (2017) - [j30]Yongjian Liu, Guoming Gao, Yanfeng Gu:
Tensor Matched Subspace Detector for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 55(4): 1967-1974 (2017) - [j29]Xi Chen, Gongjian Zhou, Yushi Chen, Guofan Shao, Yanfeng Gu:
Supervised Multiview Feature Selection Exploring Homogeneity and Heterogeneity With ℓ1, 2-Norm and Automatic View Generation. IEEE Trans. Geosci. Remote. Sens. 55(4): 2074-2088 (2017) - [j28]Guoming Gao, Yanfeng Gu:
Multitemporal Landsat Missing Data Recovery Based on Tempo-Spectral Angle Model. IEEE Trans. Geosci. Remote. Sens. 55(7): 3656-3668 (2017) - [j27]Xudong Jin, Yanfeng Gu:
Superpixel-Based Intrinsic Image Decomposition of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 55(8): 4285-4295 (2017) - [j26]Souleyman Chaib, Huan Liu, Yanfeng Gu, Hongxun Yao:
Deep Feature Fusion for VHR Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55(8): 4775-4784 (2017) - [j25]Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jón Atli Benediktsson:
Multiple Kernel Learning for Hyperspectral Image Classification: A Review. IEEE Trans. Geosci. Remote. Sens. 55(11): 6547-6565 (2017) - [j24]Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura:
Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 6950-6963 (2017) - [c37]Meiling Zhang, Tianzhu Liu, Guoming Gao, Yanfeng Gu:
Multi-temporal images classification with evidential fusion of manifold alignment. IGARSS 2017: 819-822 - 2016
- [j23]Yanfeng Gu, Huan Liu:
Sample-screening MKL method via boosting strategy for hyperspectral image classification. Neurocomputing 173: 1630-1639 (2016) - [j22]Souleyman Chaib, Yanfeng Gu, Hongxun Yao:
An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification. IEEE Geosci. Remote. Sens. Lett. 13(2): 147-151 (2016) - [j21]Zhimin Cao, Yanfeng Gu:
Sparse Representation Denoising Framework for 3-D Building Reconstruction From Airborne LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1888-1900 (2016) - [j20]Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3235-3247 (2016) - [j19]Qingwang Wang, Yanfeng Gu, Devis Tuia:
Discriminative Multiple Kernel Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(7): 3912-3927 (2016) - [j18]Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7351-7365 (2016) - [c36]Bingqian Xie, Yanfeng Gu, Qingwang Wang, Huan Liu:
LiDAR point classification based on joint sparse representation in kernel space. IGARSS 2016: 1476-1479 - [c35]Guoming Gao, Tianzhu Liu, Yanfeng Gu:
Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference. IGARSS 2016: 2336-2339 - [c34]Souleyman Chaib, Yanfeng Gu, Hongxun Yao, Sicheng Zhao:
A VHR scene classification method integrating sparse PCA and saliency computing. IGARSS 2016: 2742-2745 - [c33]Yushi Chen, Chunyang Li, Pedram Ghamisi, Chunyu Shi, Yanfeng Gu:
Deep fusion of hyperspectral and LiDAR data for thematic classification. IGARSS 2016: 3591-3594 - [c32]Yanfeng Gu, Qingwang Wang:
Discriminative graph-based dimensionality reduction for hyperspectral image classification. WHISPERS 2016: 1-5 - 2015
- [j17]Yanfeng Gu, Yuting Wang, He Zheng, Yue Hu:
Hyperspectral target detection via exploiting spatial-spectral joint sparsity. Neurocomputing 169: 5-12 (2015) - [j16]Xi Chen, Yanfeng Gu:
Class-Specific Feature Selection With Local Geometric Structure and Discriminative Information Based on Sparse Similar Samples. IEEE Geosci. Remote. Sens. Lett. 12(7): 1392-1396 (2015) - [j15]Yanfeng Gu, Qingwang Wang, Hong Wang, Di You, Ye Zhang:
Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2739-2751 (2015) - [j14]Yanfeng Gu, Qingwang Wang, Xiuping Jia, Jón Atli Benediktsson:
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification. IEEE Trans. Geosci. Remote. Sens. 53(10): 5312-5326 (2015) - [c31]Xi Chen, Yanfeng Gu, Ye Zhang, Yiming Yan:
L2, 0-norm regularization based feature selection for very high resolution remote sensing images. IGARSS 2015: 493-496 - [c30]Bingqian Xie, Yanfeng Gu, Zhimin Cao:
Building LiDAR point cloud denoising processing through sparse representation. IGARSS 2015: 585-588 - [c29]Huan Liu, Tianzhu Liu, Yanfeng Gu:
A novel multiple kernel boosting method for hyperspectral image classification. IGARSS 2015: 1714-1716 - [c28]Guoming Gao, Huan Liu, Yanfeng Gu, Xiuping Jia:
Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014. MultiTemp 2015: 1-4 - [c27]Qingwang Wang, Huan Liu, Yanfeng Gu:
Discriminating multiple kernel learning for joint classification of optical and LiDAR data in urban area. WHISPERS 2015: 1-4 - 2014
- [j13]Yanfeng Gu, Zhaoyu Cui, Chunhong Xiu, Lanfeng Wang:
Ultrasound echocardiography despeckling with non-local means time series filter. Neurocomputing 124: 120-130 (2014) - [j12]Yushi Chen, Zhouhan Lin, Xing Zhao, Gang Wang, Yanfeng Gu:
Deep Learning-Based Classification of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2094-2107 (2014) - [j11]Yanfeng Gu, Guoming Gao, Deshan Zuo, Di You:
Model Selection and Classification With Multiple Kernel Learning for Hyperspectral Images via Sparsity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2119-2130 (2014) - [j10]Yanfeng Gu, Zhimin Cao, Ye Zhang:
Three-Dimensional Reconstruction of Multiplatform Stereo Data With Variance Component Estimation. IEEE Trans. Geosci. Remote. Sens. 52(7): 4211-4226 (2014) - [c26]Yuting Wang, Yanfeng Gu, Guoming Gao, Qingwang Wang:
Hyperspectral image classification with multiple kernel Boosting algorithm. ICIP 2014: 5047-5051 - [c25]Yanfeng Gu, Qingwang Wang, Pigang Liu, Deshan Zuo:
Linear discriminant multiple kernel learning for multispectral image classification. ICIP 2014: 5052-5056 - [c24]Shu Tian, Ye Zhang, Yiming Yan, Yanfeng Gu, Nan Xu:
Orientation estimation of building using DSM and optical images based on Zernike moments. IGARSS 2014: 3180-3183 - [c23]Yanfeng Gu, Hong Wang, Pigang Liu, Qingwang Wang, Shizhe Wang:
Mapping of cloud thickness with MODIS and CloudSat data through multiple kernel learning. IGARSS 2014: 4142-4144 - [c22]Yanfeng Gu, He Zheng, Guoming Gao:
Matched subspace detector based on sparse representation for target detection in hyperspectral imagery. WHISPERS 2014: 1-4 - 2013
- [j9]Yanfeng Gu, Lin Zhang:
Rare signal component extraction based on kernel methods for anomaly detection in hyperspectral imagery. Neurocomputing 108: 103-110 (2013) - [j8]Yanfeng Gu, Kai Feng:
Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1109-1117 (2013) - [j7]Yanfeng Gu, Shizhe Wang, Xiuping Jia:
Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 3968-3981 (2013) - [c21]Nan Su, Ye Zhang, Yiming Yan, Yanfeng Gu:
A novel model for building information acquisition optimization technology of remote sensing observation. IGARSS 2013: 3998-4001 - [c20]Yanfeng Gu, Kai Feng, Hong Wang:
Spatial-spectral multiple kernel learning for hyperspectral image classification. WHISPERS 2013: 1-4 - [c19]Yanfeng Gu, Kai Feng, Hong Wang:
A new sparse multiple-kernel learning method for classification of hyperspectral imagery. WHISPERS 2013: 1-4 - 2012
- [j6]Yanfeng Gu, Chen Wang, Di You, Yuhang Zhang, Shizhe Wang, Ye Zhang:
Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 50(7): 2852-2865 (2012) - [c18]Yanfeng Gu, Kai Feng:
L1-graph semisupervised learning for hyperspectral image classification. IGARSS 2012: 1401-1404 - [c17]Yanfeng Gu, Shizhe Wang, Tao Shi, Yinghui Lu, Eugene E. Clothiaux, Bin Yu:
Multiple-kernel learning-based unmixing algorithm for estimation of cloud fractions with MODIS and CloudSat data. IGARSS 2012: 1785-1788 - 2011
- [j5]Fereidoun A. Mianji, Yanfeng Gu, Ye Zhang, Junping Zhang:
Enhanced Self-Training Superresolution Mapping Technique for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(4): 671-675 (2011) - [j4]Yanfeng Gu, Chen Wang, Shizhe Wang, Ye Zhang:
Kernel-based regularized-angle spectral matching for target detection in hyperspectral imagery. Pattern Recognit. Lett. 32(2): 114-119 (2011) - [c16]Yanfeng Gu, Zhaoyu Cui, Xiao Yu, Lanfeng Wang, Chunhong Xiu:
A novel algorithm for modifying echocardiographic particle image velocimetry flow field. BMEI 2011: 52-55 - [c15]Yanfeng Gu, Xiao Yu, Zhaoyu Cui, Lanfeng Wang, Chunhong Xiu:
Detail-preserving despeckling under multiscale anisotropic diffusion in medical ultrasound images. BMEI 2011: 245-249 - [c14]Chunyuan Wang, Ye Zhang, Pigang Liu, Qi Xu, Yanfeng Gu:
A self-adjustive geometric correction method for seriously oblique aero image. IGARSS 2011: 1433-1436 - [c13]Yanfeng Gu, Zhimin Cao, Ye Zhang, Xiangrong Zhang:
MUlti information based Ground Control Points selection method. IGARSS 2011: 4344-4347 - 2010
- [j3]Yanfeng Gu, Chen Wang, BaoXue Liu, Ye Zhang:
A Kernel-Based Nonparametric Regression Method for Clutter Removal in Infrared Small-Target Detection Applications. IEEE Geosci. Remote. Sens. Lett. 7(3): 469-473 (2010)
2000 – 2009
- 2009
- [c12]Ye Zhang, Yan Guo, Yanfeng Gu, Weizhi Zhong:
Particle Swarm Optimization with Powell's Direction Set Method for Remote Sensing Image Registration. ICNC (4) 2009: 388-392 - [c11]Ye Zhang, Yan Guo, Yanfeng Gu:
Robust Feature Matching and Selection Methods for Multisensor Image Registration. IGARSS (3) 2009: 255-258 - [c10]Yanfeng Gu, Xing Liu, Jinglong Han, Ye Zhang:
Kernel Regression-based Background Predicting Method for Target Detection in SAR Image. IGARSS (4) 2009: 593-596 - [c9]Fereidoun A. Mianji, Ye Zhang, Yanfeng Gu:
Resolution Enhancement of Hyperspectral Images using a Learning-based Super-resolution Mapping Technique. IGARSS (3) 2009: 813-816 - [c8]Fereidoun A. Mianji, Ye Zhang, Yanfeng Gu, Asad Babakhani:
Spatial-spectral Data Fusion for Resolution Enhancement of Hyperspectral Imagery. IGARSS (3) 2009: 1011-1014 - 2008
- [j2]Yanfeng Gu, Ying Liu, Ye Zhang:
A Selective KPCA Algorithm Based on High-Order Statistics for Anomaly Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 5(1): 43-47 (2008) - [j1]Yanfeng Gu, Ye Zhang, Junping Zhang:
Integration of Spatial-Spectral Information for Resolution Enhancement in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 46(5): 1347-1358 (2008) - 2006
- [c7]Yanfeng Gu, Ying Liu, Ye Zhang:
A Selective Kernel PCA Algorithm for Anomaly Detection in Hyperspectral Imagery. ICASSP (2) 2006: 725-728 - [c6]Ying Liu, Yanfeng Gu, Ye Zhang:
Hyperspectral Feature Extraction using Selective PCA based on Genetic Algorithm with Subgroups. ICICIC (3) 2006: 652-656 - [c5]Yanfeng Gu, Ye Zhang, Ying Liu:
Unmixing Component Analysis for Anomaly Detection in Hyperspectral Imagery. ICIP 2006: 965-968 - [c4]Chunye Wang, Junping Zhang, Yanfeng Gu:
Target Detection For Hyperspectral Images Using ICA-Based Feature Extraction. IGARSS 2006: 850-853 - 2004
- [c3]Ye Zhang, Yanfeng Gu:
Kernel-based invariant subspace method for hyperspectral target detection. ICASSP (5) 2004: 801-804 - 2003
- [c2]Yanfeng Gu, Ye Zhang:
Unsupervised subspace linear spectral mixture analysis for hyperspectral images. ICIP (1) 2003: 801-804 - 2002
- [c1]Yanfeng Gu, Ye Zhang, Junping Zhang:
A kernel based nonlinear subspace projection method for reduction of hyperspectral image dimensionality. ICIP (2) 2002: 357-360
Coauthor Index
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