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AUC values and processing time of different methods for the Lake Salvador HSI image.
| Method | AUC Value | Detection Time (s) | Training Times (s) |
|---|---|---|---|
| Proposed adaptive weight DBN Detector | 0.998 | 19.510 | 3.812 |
| Local Reed-Xiaoli Detector [7] | 0.998 | 66.455 | - |
| Collaborative Representation Detector [16] | 0.993 | 41.174 | - |
| DBN local reconstruction errors Detector | 0.985 | 3.361 | 3.812 |
| Global Reed-Xiaoli Detector [6] | 0.972 | 0.306 | - |
| DBN-AD [30] | 0.968 | 0.435 | 3.812 |
