Table 5. Comparison of proposed approach (PA) in terms of time (sec) with existing architectures on MCF dataset.

Camera No.	R-50	R-101	V-19	I-V3	M-Nt	Xp	PA
C1	4380	7480	2680	3000	1520	4740	4627
C2	2820	3000	780	1300	700	1540	3256
C3	2780	4380	1800	1740	1300	2420	3040
C4	1820	2860	780	1700	1280	3340	2018
C5	4340	7540	2620	1760	1300	4620	4516
C6	4320	7420	2680	2980	2980	2420	4474
C7	4340	7480	2680	2980	1500	4700	4546
C8	4160	7280	2500	2920	1440	4420	4356
Average	3620	5930	2065	2298	1503	3525	3854

R-50 = ResNet-50, R-101 = ResNet-101, V-19 = VGG-19, I-V3 = InceptionV3, M-Nt = MobileNet, Xp = Xception.