A hybrid framework combining background subtraction and deep neural networks for rapid person detection

Journal of Big Data

Table 2 Extracted and selected data after background subtraction

(a) Extracted and selected data from 5 cameras—dataset A
Person class	# of images	Non-person class	# of images
Person-full	484	Car-part	333
Person-bend	60	Car	41
Person-upper	211	Animals	29
Person-head	60	etc.	772
Person-cluster	356
Person-etc.	84
Total	1255	Total	1125

(b) Extracted and selected data from different camera
Roadset1		Roadset2		Nightset
Class	# of images	Class	# of images	Class	# of images
Person	100	Person	103	Person	153
Non-person	141	Non-person	107	Non-person	305
Total	241	Total	210	Total	458