Shabnam Choudhury

Spatially-Aware Cross-Modal Contrastive Learning for Low-Shot HSI Classification

Classifying hyperspectral images (HSI) with limited supervision is challenging due to their high dimensionality and complex spectral features, which frequently result in overfitting, especially under extremely low supervision. Existing self-supervised methods for HSI data focus predominantly on spec…