Table 4 Comparison results with the hand-labeled dataset when the brightness changes
From: An online graph-based anomalous change detection strategy for unsupervised video surveillance
Method | Frame Diff | Global Ilu | MF | Grimson GMM | Zivkovic GMM | SC-SOBS | CDAS |
|---|---|---|---|---|---|---|---|
FNR | 0.084 | 0.043 | 0.087 | 0.063 | 0.068 | 0.043 | 0.000 |
FPR | 0.895 | 0.037 | 0.788 | 0.724 | 0.716 | 0.823 | 0.289 |
PWC (%) | 44.723 | 4.164 | 15.790 | 20.186 | 21.013 | 29.531 | 3.694 |
FAR (%) | 48.244 | 42.659 | 74.126 | 17.689 | 16.871 | 24.584 | 2.065 |
MR (%) | 44.366 | 0.158 | 9.723 | 28.847 | 27.980 | 7.244 | 3.861 |