Introduction - If you have any usage issues, please Google them yourself
H istog r am o f or iented g radient( H OG) based on pedestr ian detect ion is the popular method w ith t he hig hest
detection rat e curr ent ly. To further im pr ove its detection r ate and decrease its larg e dimensions o f feat ur es, this paper in
tegr ates HOG w ith color frequent and skin colo r feature to descr ibe pedestr ian, w e select some blo ck features w ith better
classify ing ability as t he final featur e, then use linear SVM as our classifier. T he ex per iment o n INRIA demo nstr ates t he
hig h detection r ate of our met ho d.