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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