Segmentation of moving objects in image sequence based on perceptual similarity of local texture and photometric features

EURASIP Journal on Image and Video Processing

Table 2 F1 results on the Star dataset

Sequence	Our method	ViBe	SILTP	MC-SILTP	MoG	LBP-B	LBP-P
AirportHall	0.728	0.496	0.681	0.659	0.579	0.477	0.503
Bootstrap	0.790	0.514	0.754	0.649	0.541	0.528	0.520
Curtain	0.885	0.775	0.912	0.707	0.505	0.661	0.714
Escalator	0.569	0.445	0.639	0.439	0.366	0.591	0.539
Fountain	0.809	0.425	0.835	0.504	0.779	0.705	0.753
ShoppingMall	0.813	0.522	0.796	0.513	0.670	0.547	0.629
Lobby	0.765	0.029	0.788	0.690	0.684	0.503	0.523
Trees	0.727	0.345	0.425	0.222	0.554	0.629	0.606
WaterSurface	0.934	0.801	0.743	0.570	0.635	0.768	0.822
Average	0.780	0.483	0.730	0.550	0.590	0.601	0.623
Variance	0.011	0.052	0.019	0.024	0.014	0.010	0.013