DocumentCode :
554896
Title :
Detection of flat ground area by single camera on mobile vehicles
Author :
Tanaka, Mitsuru ; Onishi, Shotaro
Author_Institution :
Fac. of Intell. & Inf., Konan Univ., Kobe, Japan
fYear :
2011
fDate :
11-13 Aug. 2011
Firstpage :
403
Lastpage :
408
Abstract :
For moving robots of outdoor use, it is essential to detect the movable road area. In this research, we propose a new method of making distinction between road points and off-road points that are detected as feature points. Namely, we are to build the projection transformation model of the road seen from the robot in advance, the robot detects feature points by SURF or some other methods, and then making correspondence between the consecutive frames. By inverse projection, the points can be classified into on-road and off-road points. In this paper, we propose the principle of this theory and show some examples.
Keywords :
cameras; feature extraction; image sensors; mobile robots; object detection; path planning; road vehicles; SURF; camera; feature point detection; flat ground area detection; inverse projection; mobile vehicles; moving robots; off-road points; Cameras; Feature extraction; Mathematical model; Roads; Robot kinematics; Robot vision systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2011 International Conference on
Conference_Location :
Zhengzhou
Print_ISBN :
978-1-4577-1698-0
Type :
conf
Filename :
6024925
Link To Document :
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