EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution

no code implementations • 6 Sep 2024 • Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu, Xichuan Zhou

Single hyperspectral image super-resolution (single-HSI-SR) aims to improve the resolution of a single input low-resolution HSI.

Hyperspectral Image Super-Resolution Image Super-Resolution

BiGSeT: Binary Mask-Guided Separation Training for DNN-based Hyperspectral Anomaly Detection

no code implementations • 14 Jul 2023 • Haijun Liu, Xi Su, Xiangfei Shen, Lihui Chen, Xichuan Zhou

Our method introduces a separation training loss based on a latent binary mask to separately constrain the background and anomalies in the estimated image.

Anomaly Detection