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LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The model weights can be found at: GoogleCloud

@ARTICLE{10845192,
  author={Huang, Junqing and Yuan, Xiaochen and Lam, Chan-Tong and Wang, Yapeng and Xia, Min},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, 
  title={LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images}, 
  year={2025},
  volume={18},
  number={},
  pages={5765-5781},
  keywords={Feature extraction;Transformers;Remote sensing;Computational modeling;Land surface;Accuracy;Convolution;Correlation;Visualization;Data models;Global features;land cover change detection (LCCD);local features;mamba;VHR images},
  doi={10.1109/JSTARS.2025.3531499}}

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