DocumentCode :
144786
Title :
Pedestrian detection by fusing multiple techniques of a single color camera for a mobile robot
Author :
Jeongdae Kim ; Park, Jongho ; Yongtae Do
Author_Institution :
Sch. of Electron. & Electr. Eng., Daegu Univ., Gyeongsan, South Korea
Volume :
2
fYear :
2014
fDate :
26-28 April 2014
Firstpage :
1253
Lastpage :
1256
Abstract :
In recent years, many electronic/mechanical systems have acquired mobility due to rapid technological advances and market demands. Mobile robots are a typical example. When a robot moves around in an uncontrolled environment such as a building corridor, safety of the robot and humans around is of great importance. Although ultrasonic range finders have been popularly employed so as to sense obstacles in front of a mobile robot, they have many limitations due mainly to low sensing resolution in such a narrow space. In this paper, we present an effective method of pedestrian detection by using a single color camera mounted on a mobile robot that navigates in a corridor. Vision techniques of detecting appearance and body are practiced and their results are fused to obtain more reliable results.
Keywords :
cameras; collision avoidance; image colour analysis; image fusion; mobile robots; object detection; robot vision; appearance detection; body detection; color camera; electronic systems; image fusion; mechanical system; mobile robot; pedestrian detection; robot navigation; ultrasonic range finders; vision techniques; Cameras; Collision avoidance; Image color analysis; Mobile robots; Robot vision systems; collision avoidance; human detection; mobile robot; redundant sensor fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science, Electronics and Electrical Engineering (ISEEE), 2014 International Conference on
Conference_Location :
Sapporo
Print_ISBN :
978-1-4799-3196-5
Type :
conf
DOI :
10.1109/InfoSEEE.2014.6947871
Filename :
6947871
Link To Document :
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