Hyperspectral Anomaly Detection on Gainesville (Case 5)
0.9817AUC (PD vs PF)Ours (HTV)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Regularization=HTV2024.01 | 0.9817 | 0.3681 | 0.039 | |
| Ours (HSSTV)Regularization=HSSTV2024.01 | 0.9652 | 0.2857 | 0.0541 | |
| ADLR2024.01 | 0.9581 | 0.7071 | 0.3545 | |
| Ours (Nuclear)Regularization=Nuclear2024.01 | 0.9129 | 0.2953 | 0.1364 | |
| PCA-TLRSR2024.01 | 0.9097 | 0.4084 | 0.1714 | |
| AHMID2024.01 | 0.9035 | 0.1662 | 0.0557 | |
| Ours (SSTV)Regularization=SSTV2024.01 | 0.8593 | 0.2177 | 0.0745 | |
| 2S-GLRT2024.01 | 0.7539 | 0.2705 | 0.1551 | |
| GAED2024.01 | 0.6637 | 0.3117 | 0.2493 | |
| RGAE2024.01 | 0.6299 | 0.22 | 0.1822 | |
| LSDM-MoG2024.01 | 0.6126 | 0.3501 | 0.31 | |
| GTVLRR2024.01 | 0.5926 | 0.5333 | 0.4949 | |
| MTVLRR2024.01 | 0.5337 | 0.4683 | 0.4586 | |
| GRX2024.01 | 0.5312 | 0.3523 | 0.3466 |