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cs.CV2026
Cosine-Normalized Attention for Hyperspectral Image Classification
Muhammad Ahmad, Manuel Mazzara
Transformer-based methods have improved hyperspectral image classification (HSIC) by modeling long-range spatial-spectral dependencies; however, their attention mechanisms typicall…
cs.CV2026
3D Fourier-based Global Feature Extraction for Hyperspectral Image Classification
Muhammad Ahmad
Hyperspectral image classification (HSIC) has been significantly advanced by deep learning methods that exploit rich spatial-spectral correlations. However, existing approaches sti…