IEEE

Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding

Abstract: Recent studies have shown that the deep domain adaptation (DA) technique has achieved remarkable results in cross-domain hyperspectral image (HSI) classification task. However, these DA ...
IEEE

Uncertainty-Aware Prototype Learning for Open-Set Hyperspectral Image Classification

Abstract: Hyperspectral image classification, aiming to assign an unique label for each pixel, has garnered much more attention in recent years. However, current most classification approaches assume ...