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When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification
Weilian Zhou, Weixuan Xie, Sei-ichiro Kamata +4
Hyperspectral image (HSI) classification is a cornerstone of remote sensing, enabling precise material and land-cover identification through rich spectral information. While deep l…
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification
Weilian Zhou, Sei-Ichiro Kamata, Haipeng Wang +3
Hyperspectral image (HSI) classification is pivotal in the remote sensing (RS) field, particularly with the advancement of deep learning techniques. Sequential models, adapted from…
Rethinking ResNets: Improved Stacking Strategies With High Order Schemes
Zhengbo Luo, Zitang Sun, Weilian Zhou +2
Various deep neural network architectures (DNNs) maintain massive vital records in computer vision. While drawing attention worldwide, the design of the overall structure lacks gen…