Hyperspectral Anomaly Detection on Pavia Centre Case 5
97.91AUC (PD vs PF)Ours (HTV)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Regularization=HTV2024.01 | 97.91 | 30.08 | 1.64 | |
| Ours (HSSTV)Regularization=HSSTV2024.01 | 97.03 | 24.36 | 1.48 | |
| Ours (SSTV)Regularization=SSTV2024.01 | 94.72 | 24.5 | 2.32 | |
| PCA-TLRSR2024.01 | 92.68 | 38.43 | 12.69 | |
| AHMID2024.01 | 91.31 | 1.1 | 0.22 | |
| Ours (Nuclear)Regularization=Nuclear2024.01 | 90.88 | 46.79 | 12.28 | |
| LSDM-MoG2024.01 | 89.75 | 25.11 | 7.85 | |
| RGAE2024.01 | 80.72 | 22.79 | 8.92 | |
| ADLR2024.01 | 75.53 | 81.4 | 65.72 | |
| GTVLRR2024.01 | 74.97 | 27.25 | 15.34 | |
| MTVLRR2024.01 | 73.09 | 25.91 | 14.83 | |
| 2S-GLRT2024.01 | 65.3 | 25.57 | 18.11 | |
| GAED2024.01 | 63.66 | 16.77 | 10.17 | |
| GRX2024.01 | 49.04 | 21.12 | 20.44 |