LMamba: Local-Guided Mamba with Multi-Scale Filtering for Hyperspectral Image Classification

Deep learning methods have significantly improved hyperspectral image (HSI) classification by exploiting hierarchical feature learning to integrate spatial and spectral information, thus significantly improving classification accuracy. Nevertheless, current deep learning approaches (such as CNNs, Tr...

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Autors principals:	Xiaofei Yang, Yao Wei, Jiarong Tan, Shuqi Li, Haojin Tang, Waixi Liu
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2026-05-01
Col·lecció:	Remote Sensing
Matèries:	hyperspectral image classification Mamba convolutional neural networks locally guided mechanism
Accés en línia:	https://www.mdpi.com/2072-4292/18/10/1629
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