axiqia / Anomaly-Detection-in-Hyperspectral-Images-Based-on-Low-Rank-and-Sparse-Representation

Anomaly-Detection-in-Hyperspectral-Images-Based-on-Low-Rank-and-Sparse-Representation

ROC curve

LHData dataset：

• AUC（LRR）= 0.9990；
• AUC（RX） = 0.9910；

SDData dataset：

• AUC（LRR）= 0.9443；
• AUC（RX） = 0.9106；

Details

Reference:

Regularization for spectral matched filter and RX anomaly detector

Robust Subspace Segmentation by Low-Rank Representation

Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation