Mamba-based spatial-spectral fusion network for hyperspectral unmixing

Abstract Hyperspectral unmixing (HU) is a critical technique in hyperspectral image (HSI) analysis, aimed at decomposing mixed pixels into a set of spectral signatures (endmembers) and their corresponding abundance values. Recently, the Mamba model has gained significant attention for its exceptiona...

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Bibliographic Details

Published in:	Journal of King Saud University: Computer and Information Sciences
Main Authors:	Yuquan Gan, Jingtao Wei, Mengmeng Xu
Format:	Article
Language:	English
Published:	Springer 2025-05-01
Subjects:	Hyperspectral unmixing Hyperspectral image Mamba model Fusion mechanism Multi-Scale analysis
Online Access:	https://doi.org/10.1007/s44443-025-00033-2