Hyperspectral Anomaly Detection on San Diego (Case 5)
98.14AUC (PD vs PF)Ours (HTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Regularization=HTV2024.01 | 98.14 | 29.66 | 2.49 | |
| Ours (HSSTV)Regularization=HSSTV2024.01 | 95.07 | 23.59 | 2.73 | |
| PCA-TLRSR2024.01 | 92.82 | 40.34 | 16.18 | |
| Ours (Nuclear)Regularization=Nuclear2024.01 | 92.13 | 26.24 | 3.75 | |
| 2S-GLRT2024.01 | 85.71 | 33.08 | 14.53 | |
| GTVLRR2024.01 | 84.82 | 41.54 | 22.64 | |
| MTVLRR2024.01 | 84.74 | 41.83 | 22.59 | |
| Ours (SSTV)Regularization=SSTV2024.01 | 83.97 | 14.73 | 6.18 | |
| ADLR2024.01 | 82.43 | 84.73 | 60.11 | |
| AHMID2024.01 | 82.12 | 19.32 | 8.21 | |
| RGAE2024.01 | 76.71 | 32.23 | 19.61 | |
| GAED2024.01 | 75.9 | 37.24 | 24.61 | |
| LSDM-MoG2024.01 | 73.72 | 47.72 | 42.21 | |
| GRX2024.01 | 58.59 | 31.28 | 28.68 |