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Table 12 Comparison results with the CDnet-2014 “office” dataset when the brightness changes

From: An online graph-based anomalous change detection strategy for unsupervised video surveillance

  Frame Diff Global Ilu MF Grimson GMM Zivkovic GMM SC-SOBS CDAS
FNR 0.248 0.105 0.134 0.013 0.013 0.005 0.000
FPR 0.635 0.019 0.040 0.0442 0.048 0.988 0.002
PWC (%) 38.295 7.513 11.518 22.768 23.225 39.293 0.577
FAR (%) 50.945 26.357 38.121 2.986 2.718 36.363 0.000
MR (%) 33.241 0.015 0.908 34.131 33.416 39.315 0.774