Table 2 Comparison results with the hand-labeled dataset
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 | 0.024 | 0.000 | 0.031 | 0.074 | 0.086 | 0.013 | 0.010 |
FPR | 0.813 | 0.034 | 0.706 | 0.812 | 0.719 | 0.000 | 0.000 |
PWC (%) | 33.751 | 0.316 | 19.409 | 17.693 | 16.848 | 0.422 | 0.331 |
FAR (%) | 10.000 | 0.000 | 22.913 | 64.214 | 68.823 | 2.432 | 3.534 |
MR (%) | 31.274 | 0.344 | 19.108 | 14.243 | 13.753 | 0.010 | 0.000 |