Open access
Oct 2026
Hybrid transformer and CNN for hyperspectral image classification with spectral band selection
A new method for HSI classification by integrating spectral band selection with advanced deep learning techniques is presented, and an optimized band selection method alongside data augmentation using crop-and-resize transformations to enhance feature diversity is proposed.
Eman N. Abdelhafez, Ahmed Hagag, Tamer A. Abassy
· Scientific Reports · 0 citations