Hyperspectral Anomaly Detection on Gainesville (Case 1)
0.995AUC (PD vs PF)Joint Background-Anomaly-Noise Decomposition
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Joint Background-Anomaly-Noise DecompositionRegularization=HTV2024.01 | 0.995 | 0.4721 | 0.0218 | |
| PCA-TLRSR2024.01 | 0.9928 | 0.4144 | 0.0365 | |
| GTVLRR2024.01 | 0.9926 | 0.5042 | 0.0655 | |
| LSDM-MoG2024.01 | 0.9838 | 0.413 | 0.1208 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=SSTV2024.01 | 0.9826 | 0.4042 | 0.0291 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=HSSTV2024.01 | 0.9816 | 0.428 | 0.0377 | |
| ADLR2024.01 | 0.9743 | 0.4188 | 0.0294 | |
| MTVLRR2024.01 | 0.9742 | 0.2122 | 0.0338 | |
| Joint Background-Anomaly-Noise DecompositionRegularization=Nuclear2024.01 | 0.9733 | 0.0998 | 0.0099 | |
| AHMID2024.01 | 0.969 | 0.2058 | 0.0446 | |
| GAED2024.01 | 0.961 | 0.1196 | 0.0167 | |
| GRX2024.01 | 0.9513 | 0.0963 | 0.0351 | |
| 2S-GLRT2024.01 | 0.9486 | 0.0387 | 0.0036 | |
| RGAE2024.01 | 0.8219 | 0.1024 | 0.0381 |