Nature

Enhancing feature learning of hyperspectral imaging using shallow autoencoder by adding parallel paths encoding

Hyperspectral Imaging (HSI) is widely used in remote sensing and medical images. These are the images that measure continuous spectral bands. They contain dozens to hundreds of spectral bands. A ...
Nature

Cross-range self-attention single hyperspectral image super-resolution method based on U-Net architecture

Hyperspectral image super-resolution (HSI-SR) aims to reconstruct high-resolution hyperspectral images from low-resolution inputs, which is particularly challenging due to the high dimensionality and ...