From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning
Techniques

From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques

IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020

14 March 2020

Qingjie Liu

Heng Wang

Yunhong Wang

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Papers citing "From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques"

18 / 18 papers shown

Title
Consistency Change Detection Framework for Unsupervised Remote Sensing Change DetectionIEEE International Conference on Multimedia and Expo (ICME), 2025 Yating Liu Yan Lu 52 0 0 12 Nov 2025
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance Yongshuo Zhu Lu Li Keyan Chen Chenyang Liu Fugen Zhou Z. Shi 232 15 0 19 Jul 2024
Wavelet-based Bi-dimensional Aggregation Network for SAR Image Change Detection Jiangwei Xie Feng Gao Xiaowei Zhou Junyu Dong 110 32 0 18 Jul 2024
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023 Maria Sdraka Alkinoos Dimakos Alexandros Malounis Zisoula Ntasiou Konstantinos Karantzalos Dimitrios Michail Ioannis Papoutsis 171 10 0 06 Nov 2023
SwinV2DNet: Pyramid and Self-Supervision Compounded Feature Learning for Remote Sensing Images Change Detection Dalong Zheng Zebin Wu Jia-Wei Liu Zhihui Wei ViT 193 0 0 22 Aug 2023
GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPMIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yihan Wen Xianping Ma Xiaokang Zhang Man-On Pun DiffM 110 66 0 06 Jun 2023
Continuous Cross-resolution Remote Sensing Image Change DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Hao Chen Haotian Zhang Keyan Chen Chenyao Zhou Songhang Chen Zhengxia Zou Z. Shi 233 32 0 24 May 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive ReviewRemote Sensing (RS), 2023 Guangliang Cheng Yun-Min Huang Xiangtai Li Shuchang Lyu Zhaoyang Xu Qi Zhao Shiming Xiang 208 157 0 09 May 2023
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield NetworksIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Shizhen Chang Michael K Kopp Pedram Ghamisi Bo Du 309 11 0 03 Apr 2023
An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs Nayereh Hamidishad R. M. C. Junior 164 1 0 07 Feb 2023
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 204 108 0 26 Jul 2022
An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change DetectionPattern Recognition (Pattern Recogn.), 2022 Jia-Wei Liu Wenjie Xuan Y. Gan Juhua Liu Bo Du 238 67 0 01 Apr 2022
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chen Wu Bo Du Guang Dai 136 165 0 16 Jan 2022
Deep few-shot learning for bi-temporal building change detectionThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS), 2021 M. Khoshboresh-Masouleh R. Shah-Hosseini 107 4 0 25 Aug 2021
FCCDN: Feature Constraint Network for VHR Image Change DetectionIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021 Pan Chen Danfeng Hong Zhengchao Chen Xuan S. Yang Baipeng Li Bing Zhang 154 192 0 23 May 2021
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Yu Shen Sijie Zhu Taojiannan Yang Chong Chen D. Pan Jianyu Chen Liang Xiao Q. Du 150 107 0 16 May 2021
Remote Sensing Image Change Detection with TransformersIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Hao Chen Zipeng Qi Zhenwei Shi ViT 286 1,311 0 27 Feb 2021
A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing ImagesInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2021 Junzheng Wu Biao Li Yao Qin W. Ni Han Zhang Yuli Sun 120 71 0 16 Feb 2021