DocumentCode :
1385588
Title :
Determination of robot locations by common object shapes
Author :
Chen, Shu-Yuan ; Tsai, Wen-Hsiang
Author_Institution :
Nat. Chaio Tung Univ., Hsinchu, Taiwan
Volume :
7
Issue :
1
fYear :
1991
fDate :
2/1/1991 12:00:00 AM
Firstpage :
149
Lastpage :
156
Abstract :
A novel approach to the determination of robot locations by common object shapes is proposed. Any object that has a polygon-shaped top and a lateral surface perpendicular to the top can be used for robot locations in the approach, as long as the top shape is known in advance. In addition, the solution provided by the approach can be computed analytically. These merits make the proposed approach more practical for general applications than other approaches using specially designed marks or requiring iterative computation. From a monocular image of an object, image processing and numerical analysis techniques are applied to extract the projection characteristics of the polygon corners on the object top surface, from which the position and the orientation parameters of a camera-mounted robot can be determined. Experimental results with location errors less than 5% prove the feasibility of the proposed approach. Error analysis that is useful for choosing better viewing angles to get more accurate location results is included
Keywords :
computer vision; computerised pattern recognition; numerical analysis; robots; common object shapes; computer vision; computerised pattern recognition; image processing; monocular image; numerical analysis; polygon; projection characteristics; robot locations; Cameras; Image processing; Iterative methods; Military computing; Navigation; Numerical analysis; Optical sensors; Robot vision systems; Robotics and automation; Shape;
fLanguage :
English
Journal_Title :
Robotics and Automation, IEEE Transactions on
Publisher :
ieee
ISSN :
1042-296X
Type :
jour
DOI :
10.1109/70.68078
Filename :
68078
Link To Document :
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