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. 2017 Aug 24;17(9):1945. doi: 10.3390/s17091945

Table 17.

Res of the evaluated BS algorithms tested on Sequence_7 series.

Sequence_7-1 Sequence_7-2 Sequence_7-3
AdaptiveMedian 0.3137 0.3157 0.3173
Bayes 0.3048 0.1358 0.4321
Codebook 0.6683 0.7034 0.6512
Gaussian 0.5853 0.5679 0.6069
GMG 0.6926 0.5737 0.7391
GMM1 0.7315 0.7358 0.7389
GMM2 0.0006 0.0070 0.0002
GMM3 0.8646 0.8590 0.8679
KDE 0.0935 0.0984 0.0981
KNN 0.2424 0.1004 0.3442
PBAS 0.8250 0.8369 0.8331
PCAWS 0 0 0
Sigma-Delta 0.5211 0.4307 0.5720
SOBS 0.5581 0.5659 0.5542
Texture 0.2352 0.1576 0.3036
ViBe 0.3666 0.3617 0.3748
Average 0.2397 0.2226 0.2438