Hyperspectral Anomaly Detection on Gainesville Case 2
99.51AUC (PD vs PF)Ours (HTV)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 99.51 | 42.9 | 2.23 | |
| PCA-TLRSRScenario=Case 22024.01 | 98.87 | 42.82 | 9.3 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 97.68 | 37.7 | 5.06 | |
| AHMIDScenario=Case 22024.01 | 96.9 | 20.77 | 4.47 | |
| GAEDScenario=Case 22024.01 | 96.16 | 12.77 | 2.23 | |
| ADLRScenario=Case 22024.01 | 95.51 | 95.96 | 57.39 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 95.35 | 13.96 | 3.8 | |
| 2S-GLRTScenario=Case 22024.01 | 94.72 | 23.6 | 4.16 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 94.46 | 32.24 | 7.04 | |
| GTVLRRScenario=Case 22024.01 | 93.12 | 26.77 | 12.59 | |
| MTVLRRScenario=Case 22024.01 | 84.61 | 22.61 | 10.48 | |
| RGAEScenario=Case 22024.01 | 83.4 | 9.7 | 3.68 | |
| GRXScenario=Case 22024.01 | 78.06 | 42.54 | 32.27 | |
| LSDM-MoGScenario=Case 22024.01 | 74.58 | 78.88 | 72.8 |