A Multiscale Graph Convolutional Network for Change Detection in
Homogeneous and Heterogeneous Remote Sensing Images

A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images

International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2021

16 February 2021

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Papers citing "A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images"

11 / 11 papers shown

Title
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and ChallengesIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 Lei Ding Danfeng Hong Maofan Zhao Hongruixuan Chen Chenyu Li Jie Deng Xiangwei Zhu Lorenzo Bruzzone J. Chanussot 225 9 0 05 Feb 2025
Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training Chengyang Zhang Weiming Li Gang Li Huina Song Zhaohui Song Xueqian Wang Antonio Plaza 233 2 0 03 May 2024
VcT: Visual change Transformer for Remote Sensing Image Change DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Bo Jiang Zitian Wang Xixi Wang Ziyan Zhang Lan Chen Tianlin Li Bin Luo ViT 159 72 0 17 Oct 2023
ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided TransformerIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Hongruixuan Chen Cuiling Lan Jian Song Clifford Broni-Bediako Junshi Xia Xiangwei Zhu 251 32 0 04 Oct 2023
Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchangeIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 Hongruixuan Chen Jian Song Chen Wu Bo Du Xiangwei Zhu 172 56 0 01 Oct 2023
Adapting Segment Anything Model for Change Detection in HR Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Lei Ding Kun Zhu Daifeng Peng Hao Tang Kuiwu Yang Lorenzo Bruzzone 337 141 0 04 Sep 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 188 147 0 09 May 2023
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation LearningIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Hongruixuan Chen Xiangwei Zhu Chen Wu Bo Du 166 66 0 03 Oct 2022
Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural NetworksIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Lorenzo Bonicelli Angelo Porrello Stefano Vincenzi C. Ippoliti F. Iapaolo A. Conte Simone Calderara 155 5 0 07 Sep 2022
Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain FilteringIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yuli Sun Lin Lei Dongdong Guan Gangyao Kuang Tianpeng Liu 67 23 0 03 Aug 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change DetectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Hao Chen Wenyuan Li Songhang Chen Zhenwei Shi 176 46 0 27 May 2022