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

Primary LanguageMATLAB

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

ROC curve

LHData dataset：

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

SDData dataset：

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  • 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