Hybrid Multihop Differential Transformer and Pyramid Gate Mechanism for Mars Hyperspectral Image Classification
Haizhu Pan, Rui Liu, Haimiao Ge, Cuiping Shi et autres
With advances in deep-space exploration, hyperspectral imaging of the Martian surface has become feasible, making surface material classification a key tool for Mars observation. However, unlike terrestrial scenes, Martian mineral classes exhibit subtle spectral differences and highly similar spatial structures, resulting in …
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IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing