Deep spatial-spectral fusion transformer for remote sensing pansharpening

Mengting Ma, Yizhen Jiang, Mengjiao Zhao, Xiaowen Ma, Wei Zhang, Siyang Song

Abstract: Highlights•Combine the task-related relationship priors to enhance the generalization.•Exploit the complex feature interaction strategy to model spectral property.•Introduce the Top-k<math><mi is="true">k</mi></math> selection strategy to model spatial property.•Design the modulate mechanism to achieve a spatial–spectral properties fusion.

External IDs:dblp:journals/inffus/MaJZMZS25