The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

[TGRS 2023] PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection

[TGRS 2024] MSNet: Self-Supervised Multiscale Network with Enhanced Separation Training for Hyperspectral Anomaly Detection.

[TGRS 2024] Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection

[TGRS 2023] BockNet: Blind-Block Reconstruction Network with a Guard Window for Hyperspectral Anomaly Detection

This repository FERD contains the implementation of the algorithm described in the paper "Feature Enhancement with Reverse Distillation for Hyperspectral Anomaly Detection".

[JSTARS 2025] Non-Local and Local Feature-Coupled Self-Supervised Network for Hyperspectral Anomaly Detection

[GRSL 2024] Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection

Generalized nonconvex hyperspectral anomaly detection via background representation learning with dictionary constraint

Rethinking Identity Mapping in Self-Supervised Hyperspectral Anomaly Detection: A Unified Perspective on Network Optimization