Video Foreground Detection Algorithm Based on Fast Principal Component Pursuit and Motion Saliency

Table 1

F-measure scores results on 7 sequences from Wallflower dataset.

Video sequence	F-measure score
	Our proposed	DECOLOR	MOG-RPCA	PCP	FPCP	R2PCP
BS	83.46	80.55	82.78	80.42	79.56	78.88
CF	88.76	90.55	87.64	86.33	80.42	87.54
FA	78.89	22.37	54.37	56.74	70.65	33.14
GT	90.12	89.13	87.63	86.22	89.66	66.33
MO	90.87	88.53	89.29	87.87	84.77	76.37
WT	59.15	60.22	58.67	44.22	50.33	32.44
LS	61.57	34.84	44.89	50.78	58.47	41.83