IEEE

U²ConvFormer: Marrying and Evolving Nested U-Net and Scale-Aware Transformer for Hyperspectral Image Classification

Abstract: Hyperspectral image (HSI) classification plays an important role in the human exploration of the Earth. Recent research of deep learning-based HSI classification has been fast-growing, but ...
IEEE

Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning

Abstract: The use of deep learning (DL)-based hyperspectral image (HSI) classification has been made remarkable progress in recent years. However, obtaining sufficient labeled samples for training DL ...