SSMFMamba: A Spatial-Spectral Mamba-Convolution Fusion Network for Hyperspectral Image Classification

Convolutional neural networks (CNNs) and visual Transformers have become the dominant approaches for hyperspectral image (HSI) classification due to their powerful feature representation capabilities. However, CNNs are limited in capturing long-range dependencies, while Transformers suffer from quad...

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Hlavní autoři:	Ji Zhao, Tieqi Peng, Pu Xiao, Yuting Dong, Hui Luo, Xiong Xu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2026-01-01
Edice:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Témata:	Deep learning hyperspectral image (HSI) classification Mamba remote sensing
On-line přístup:	https://ieeexplore.ieee.org/document/11475737/
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