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AUC values and processing time of different methods for the San Diego airport HSI image dataset.
| Method | AUC Value | Detection Time (s) | Training Times (s) |
|---|---|---|---|
| Proposed adaptive weight DBN Detector | 0.935 | 2.483 | 3.58 |
| Collaborative Representation Detector [16] | 0.917 | 34.380 | - |
| DBN local reconstruction errors Detector | 0.907 | 1.511 | 3.58 |
| DBN-AD [30] | 0.870 | 0.985 | 3.58 |
| Local Reed-Xiaoli Detector [7] | 0.776 | 26.682 | - |
| Global Reed-Xiaoli Detector [6] | 0.698 | 0.150 | - |
