Multiscale Sequence Aware Mamba for Hyperspectral Image Classification

Benefiting from the state-space model, Mamba-based networks can effectively model long-range sequential dependencies while maintaining linear complexity. However, for hyperspectral images (HSIs) with rich spectral and spatial information, Mamba-based networks struggle to capture multiscale spectral&...

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Autores principales:	Fulin Xu, Duo Zhan, Mingyang Ma, Shaohui Mei
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	IEEE 2026-01-01
Colección:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Materias:	Convolutional neural network (CNN) hyperspectral image (HSI) classification Mamba multiscale feature
Acceso en línea:	https://ieeexplore.ieee.org/document/11568480/
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