Pan-Mamba: Effective pan-sharpening with state space model

Xuanhua He, Ke Cao, Jie Zhang, Keyu Yan, Yingying Wang, Rui Li, Chengjun Xie, Danfeng Hong, Man Zhou

Abstract: Highlights•Introduces Pan-Mamba: a novel pan-sharpening network for information modeling.•Custom-designed Mamba blocks for channel swapping and cross-modal info exchange.•Achieves state-of-the-art results across diverse datasets.•First exploration of Mamba model in pan-sharpening.