A Heuristic Information Based System for People Counting
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.
people counting pedestrian detection Virtual Gate heuristic weight
Xiaohua Wang Cheng Wang Jinliang Yao
Institute of Application Technology Hangzhou Dianzi University Hangzhou, China
国际会议
杭州
英文
22-26
2011-08-26（万方平台首次上网日期，不代表论文的发表时间）