Hyperspectral image super-resolution based on Mamba and bidirectional feature fusion network

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Tingting Liu, Xueting Pu, Ying Shi, Yuan Liu, Guiping Chen, Xiubao Sui, Qian Chen

Published: 01 Jan 2025, Last Modified: 26 Jul 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A HSI SR deep learning method based on the Mamba framework (MBNet) has been developed.•A multi-scale bidirectional feature fusion network with attention is proposed.•Competitive SR results are achieved by MBNet under limited resources across scenarios.