A study on analysis of road image including a pedestrian crossing

被引:1
|
作者
Nishimura, Y [1 ]
Okamoto, N [1 ]
机构
[1] Kanto Gakuin Univ, Grad Sch Engn, Kanazawa Ku, Yokohama, Kanagawa 2368501, Japan
来源
IEEE CCEC 2002: CANADIAN CONFERENCE ON ELECTRCIAL AND COMPUTER ENGINEERING, VOLS 1-3, CONFERENCE PROCEEDINGS | 2002年
关键词
intelligent transport system; tracking moving objects; background subtraction;
D O I
10.1109/CCECE.2002.1013068
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an an analyzing method of walker behavior on a pedestrian crossing is considered. As the walking speed and the moving directions of a walker is analyzed by the proposed method based on Freeman's chain code; pedestrian's face dangerous situations and a warning message to a driver can be given. Road image including pedestrian crossing is acquired by using a digital video camera which is set up on the fourth floor of a building such as the human region 1 easily obtained Then the extraction of the individual walker regions is executed by subtracting the background image from the enquired image Finally, the extracted walker region is pursued by following the track of the chain code strings and the dangerous measurement is calculated by the track. The simulation result of the walker extraction shows 88.6% accuracy. Another simulation shows that the automatic system of the proposed method can judge whether the walker situation is normal or not.
引用
收藏
页码:934 / 939
页数:4
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