DFFMamba: A Novel Remote Sensing Change Detection Method with Difference Feature Fusion Mamba

Change detection （CD） plays a crucial role in numerous fields， where both convolutional neural networks （CNNs） and Transformers have demonstrated exceptional performance in CD tasks. However， CNNs suffer from limited receptive fields， hindering their ability to capture global features， while Transfo...

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Principais autores:	PENG Daifeng, DONG Fengxu, GUAN Haiyan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Editorial Office of Transactions of Nanjing University of Aeronautics and Astronautics 2025-12-01
coleção:	Transactions of Nanjing University of Aeronautics and Astronautics
Assuntos:	change detection state space model （ssm） change feature fusion deep learning difference mamba（dmamba） local difference mamba（ldmamba） spatial‑channel token modeling ssm （sctms）
Acesso em linha:	https://tnuaa.nuaa.edu.cn/njhkhten/article/html/202506003?st=article_issue
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