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Author

Eman N. Abdelhafez

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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 · 0 citations

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