%0 Journal Article
%T Gentle Adaboost Based Pedestrian Detection<br>基于Gentle Adaboost的行人检测
%A ZHU Wen-ji
%A QI Fei-hu
%A ZHU Wen-ji
%A QI Fei-hu
%A <br>朱文佳
%A 戚飞虎
%J 中国图象图形学报
%D 2007
%I 
%X Pedestrian detection is a difficult problem in the field of object detection.This paper applies the boosted cascade algorithm which originates from face detection to pedestrian detection.We improve the algorithm by first project the high dimensional hog(histogram of gradient) feature to 1 dimension,then estimate the posterior probability with lookup table so as to apply the gentle adaboost algorithm.Experiments indicate our algorithm is both efficient in training and detection.The detection rate is close to the state of the arts.
%K Gentle Adaboost<br>行人检测
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=EF2603DCE8A8926F&yid=A732AF04DDA03BB3&vid=59906B3B2830C2C5&iid=F3090AE9B60B7ED1&sid=356A00866E8A0E8E&eid=3243429ECEACC611&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=7