Hyperspectral Anomaly Detection on Los Angeles II (Case 1)
0.989AUC (PD vs PF)Joint Background-Anomaly-Noise Decomposition
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Joint Background-Anomaly-Noise DecompositionRegularization=HTV2024.01 | 0.989 | 0.4202 | 0.0331 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=SSTV2024.01 | 0.9843 | 0.3697 | 0.0317 | |
| PCA-TLRSR2024.01 | 0.9834 | 0.3774 | 0.0908 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=HSSTV2024.01 | 0.9829 | 0.2796 | 0.018 | |
| GRX2024.01 | 0.9692 | 0.1461 | 0.0437 | |
| AHMID2024.01 | 0.9677 | 0.0869 | 0.0026 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=Nuclear2024.01 | 0.9664 | 0.1994 | 0.0109 | |
| LSDM-MoG2024.01 | 0.9613 | 0.4358 | 0.0875 | |
| RGAE2024.01 | 0.9572 | 0.2536 | 0.018 | |
| 2S-GLRT2024.01 | 0.9406 | 0.068 | 0.0064 | |
| GAED2024.01 | 0.9391 | 0.2409 | 0.019 | |
| GTVLRR2024.01 | 0.929 | 0.3058 | 0.0989 | |
| ADLR2024.01 | 0.9051 | 0.8487 | 0.4947 | |
| MTVLRR2024.01 | 0.9045 | 0.29 | 0.1052 |