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ORCIDDaifeng Peng
Person information
- affiliation: Nanjing University of Information Science and Technology, School of Remote Sensing and Geomatics Engineering, Nanjing, China
- affiliation (PhD 2017): Wuhan University, China
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2020 – today
- 2024
[j18]Yufu Zang, Shuye Wang, Haiyan Guan, Daifeng Peng, Jike Chen, Yanming Chen
, Mahmoud Reza Delavar:
VAM-Net: Vegetation-Attentive deep network for Multi-modal fusion of visible-light and vegetation-sensitive images. Int. J. Appl. Earth Obs. Geoinformation 127: 103642 (2024)- [j17]Junjie Lin, Guojie Wang, Daifeng Peng, Haiyan Guan:
Edge-guided multi-scale foreground attention network for change detection in high resolution remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 133: 104070 (2024) - [j16]Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone:
Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - 2023
- [j15]Yansheng Li, Xinwei Li, Yongjun Zhang, Daifeng Peng, Lorenzo Bruzzone:
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data. Int. J. Appl. Earth Obs. Geoinformation 120: 103345 (2023) - [i1]Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone:
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images. CoRR abs/2309.01429 (2023) - 2022
- [j14]Haiyan Guan, Xiangda Lei, Yongtao Yu, Haohao Zhao, Daifeng Peng, José Marcato Junior, Jonathan Li:
Road marking extraction in UAV imagery using attentive capsule feature pyramid network. Int. J. Appl. Earth Obs. Geoinformation 107: 102677 (2022) - [j13]Chuting Ge, Haiyong Ding, Iñigo Molina, Yongjian He, Daifeng Peng:
Object-Oriented Change Detection Method Based on Spectral-Spatial-Saliency Change Information and Fuzzy Integral Decision Fusion for HR Remote Sensing Images. Remote. Sens. 14(14): 3297 (2022) - [j12]Juan Tian, Daifeng Peng, Haiyan Guan, Haiyong Ding:
RACDNet: Resolution- and Alignment-Aware Change Detection Network for Optical Remote Sensing Imagery. Remote. Sens. 14(18): 4527 (2022) - [j11]Daifeng Peng, Haiyan Guan, Yufu Zang, Lorenzo Bruzzone:
Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - 2021
- [j10]Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang, Haiyan Guan, Pengfei He:
SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 103: 102465 (2021) - [j9]Jian Kang, Haiyan Guan, Daifeng Peng, Ziyi Chen:
Multi-scale context extractor network for water-body extraction from high-resolution optical remotely sensed images. Int. J. Appl. Earth Obs. Geoinformation 103: 102499 (2021) - [j8]Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang, Haiyan Guan, Haiyong Ding, Xu Huang:
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(7): 5891-5906 (2021) - 2020
- [j7]Haiyan Guan, Yongtao Yu, Daifeng Peng, Yufu Zang, JianYong Lu, Aixia Li, Jonathan Li:
A Convolutional Capsule Network for Traffic-Sign Recognition Using Mobile LiDAR Data With Digital Images. IEEE Geosci. Remote. Sens. Lett. 17(6): 1067-1071 (2020) - [j6]Xu Huang, Xue Wan, Daifeng Peng:
Robust Feature Matching with Spatial Smoothness Constraints. Remote. Sens. 12(19): 3158 (2020)
2010 – 2019
- 2019
- [j5]Xunwei Xie, Yongjun Zhang, Xiang Wang, Daifeng Peng:
A Mixture Likelihood Model of the Anisotropic Gaussian and Uniform Distributions for Accurate Oblique Image Point Matching. IEEE Geosci. Remote. Sens. Lett. 16(9): 1437-1441 (2019) - [j4]Daifeng Peng, Yongjun Zhang, Haiyan Guan:
End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++. Remote. Sens. 11(11): 1382 (2019) - [j3]Shuang Cao, Yongtao Yu, Haiyan Guan, Daifeng Peng, Wanqian Yan:
Affine-Function Transformation-Based Object Matching for Vehicle Detection from Unmanned Aerial Vehicle Imagery. Remote. Sens. 11(14): 1708 (2019) - [j2]Suoyan Pan, Haiyan Guan, Yongtao Yu, Jonathan Li, Daifeng Peng:
A Comparative Land-Cover Classification Feature Study of Learning Algorithms: DBM, PCA, and RF Using Multispectral LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1314-1326 (2019) - 2018
- [j1]Yongjun Zhang, Daifeng Peng, Xu Huang:
Object-Based Change Detection for VHR Images Based on Multiscale Uncertainty Analysis. IEEE Geosci. Remote. Sens. Lett. 15(1): 13-17 (2018)
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