DocumentCode :
558882
Title :
Detection of pedestrians employing a wide-angel camera
Author :
Matsuda, Ryuichi ; Tan, Joo Kooi ; Kim, Hyoungseop ; Ishikawa, Seiji
Author_Institution :
Dept. of Mech. & Control Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
fYear :
2011
fDate :
26-29 Oct. 2011
Firstpage :
1748
Lastpage :
1751
Abstract :
Recently, the number of accidents that pedestrians have law violation is in the tendency of decrease in Japan. However, accidents caused by pedestrians crossing a crosswalk or dashing into a crosswalk still have high ratio, and both accident sources account for 15% of the whole number of accidents caused by a pedestrian. Although many researches in ITS in which pedestrians are detected from in-vehicle cameras have been actively done to solve these problems, they usually employ standard cameras, and those pedestrians who exist outside of the camera view cannot be detected. In this paper, we employ a wide-angle camera which has wider view than a general camera and propose a technique for detecting pedestrians from the wide-angle image. Since, in a wide-angle camera image, every object becomes smaller, we propose a technique for detecting pedestrians employing optical flows converging to a FOE (Focus of Expansion). Experimental results show satisfactory performance of the technique.
Keywords :
automated highways; image sequences; object detection; video cameras; video surveillance; FOE; ITS; crosswalk; focus of expansion; optical flows; pedestrian detection; wide angel camera image; Estimation; Real time systems; FOE; Wide-angle camera; car vision; pedestrian detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
ISSN :
2093-7121
Print_ISBN :
978-1-4577-0835-0
Type :
conf
Filename :
6106218
Link To Document :
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