Title :
A Heuristic Information Based System for People Counting
Author :
Wang, Xiaohua ; Wang, Cheng ; Yao, Jinliang
Author_Institution :
Inst. of Applic. Technol., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
In this paper, we present a people counting system by accumulating the moving pixels in a region of interest (ROI) called Virtual Gate frame by frame. The proposed heuristic method is based on pedestrian detection and is used to determine the proportion of each point on-gate to the pedestrian model at its position. The amount of people can be abtained by adding up all those on-gate weighted moving pixels. We validated our system on a public dataset and an 8 minutes long video taken by us, of which the cameras´ tilting angles are in special, and promising counting results were got.
Keywords :
image motion analysis; object detection; heuristic information based system; on-gate weighted moving pixel; pedestrian detection; people counting system; region-of-interest; virtual gate; Accuracy; Cameras; Computer vision; Conferences; Feature extraction; Image segmentation; Logic gates; Virtual Gate; heuristic weight; pedestrian detection; people counting;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0676-9
DOI :
10.1109/IHMSC.2011.12
