Table 3 Comparison results with the hand-labeled dataset in a noisy environment
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 | 0.043 | 0.056 | 0.064 | 0.036 | 0.034 | 0.024 | 0.000 |
FPR | 0.823 | 0.047 | 0.672 | 0.796 | 0.794 | 0.831 | 0.163 |
PWC (%) | 42.891 | 5.023 | 13.520 | 30.894 | 30.184 | 38.540 | 7.995 |
FAR (%) | 28.530 | 51.478 | 56.184 | 21.766 | 22.214 | 31.253 | 0.000 |
MR (%) | 33.351 | 0.186 | 9.076 | 31.94 | 31.85 | 10.150 | 8.834 |