Daifeng Peng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Change Detection

Smoothness Constraint

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
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 (2022)
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) (2022)
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) (2022)
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 (2022)
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 (2021)
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) (2021)
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 (2021)
Xu Huang, Xue Wan, Daifeng Peng
Robust Feature Matching with Spatial Smoothness Constraints. Remote. Sens. 12 (19) (2020)
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) (2020)
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) (2019)
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) (2019)
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) (2019)
Daifeng Peng, Yongjun Zhang, Haiyan Guan
End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++. Remote. Sens. 11 (11) (2019)
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) (2018)