Background Modeling with Extracted Dynamic Pixels for Pumping Unit Surveillance

Table 2

FPR of complex dynamic background without foreground object.

Method	video 1	video 2	video 3
BOWED
ViBe [10]	0.0155	0.0021	0.0378
GMM [35]	0.0049	0.0067	0.0065
KDE [11]	0.2228	0.1964	0.1144
PBAS [13]	0.0058	0.0073	0.0224
SuBSENSE [27]	0.0216	0.0039	0.0371
GMG [36]	0.0554	0.0991	0.0521
LOBSTER [28]	0.0252	0.0012	0.0504
T2-FGMM with MRF [37]	0.0011		0.0004
IMBS [38]	0.0519	0.0531	0.0372