Hyperspectral Anomaly Detection on Hyperion Case 2
99.94AUC (PD vs PF)PCA-TLRSR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PCA-TLRSRScenario=Case 22024.01 | 99.94 | 36.59 | 5.13 | |
| Ours (HTV)Scenario=Case 2, Regularizer=HTV2024.01 | 99.79 | 31.83 | 0.77 | |
| MTVLRRScenario=Case 22024.01 | 99.76 | 43.03 | 3.91 | |
| GTVLRRScenario=Case 22024.01 | 99.4 | 49.9 | 6.78 | |
| GRXScenario=Case 22024.01 | 99.19 | 23.76 | 5.31 | |
| 2S-GLRTScenario=Case 22024.01 | 98.87 | 14.74 | 1.43 | |
| AHMIDScenario=Case 22024.01 | 98.43 | 35.69 | 15.93 | |
| Ours (Nuclear)Scenario=Case 2, Regularizer=Nuclear2024.01 | 98.32 | 61.14 | 33.84 | |
| Ours (SSTV)Scenario=Case 2, Regularizer=SSTV2024.01 | 98.17 | 69.23 | 43.17 | |
| Ours (HSSTV)Scenario=Case 2, Regularizer=HSSTV2024.01 | 98.17 | 69.18 | 43.12 | |
| GAEDScenario=Case 22024.01 | 97.86 | 22.43 | 1.87 | |
| RGAEScenario=Case 22024.01 | 94.08 | 23.95 | 4.48 | |
| ADLRScenario=Case 22024.01 | 86.74 | 70.53 | 37.62 | |
| LSDM-MoGScenario=Case 22024.01 | 85.26 | 53.68 | 40.02 |