DocumentCode
1896520
Title
A Color-Based Target Localization Method and Its Implementation on Embedded Auto-Mobile Robot System
Author
Guo, Fei ; Deng, Ji-cai
Author_Institution
Sch. of Inf. Eng., Zhengzhou Univ., Zhengzhou, China
fYear
2010
fDate
25-26 Dec. 2010
Firstpage
1
Lastpage
4
Abstract
In this paper, a target localization method based on color recognition and connected component analysis is presented. The raw image is converted to HSI color space through a lookup table, followed by a line-by-line scan to find all the connected domains. By checking the size of each domain, most pseudo targets can be omitted and, meanwhile, the target position would be calculated. Owing to the absence of extra filtering process, the real-time performance of the whole system is greatly improved. Experiments on our ARM system demonstrate that the robot could trace multiple targets under a mean frame rate of 15FPS, including decoding process, which satisfies the requirement of real-time video processing on auto-mobile robot systems.
Keywords
image colour analysis; mobile robots; object detection; robot vision; table lookup; ARM system; HSI color space; color recognition; color-based target localization; connected component analysis; embedded auto-mobile robot system; line-by-line scan; lookup table; multiple target tracing; real-time video processing; Image color analysis; Noise; Pixel; Real time systems; Robots; Table lookup; Target recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering and Computer Science (ICIECS), 2010 2nd International Conference on
Conference_Location
Wuhan
ISSN
2156-7379
Print_ISBN
978-1-4244-7939-9
Electronic_ISBN
2156-7379
Type
conf
DOI
10.1109/ICIECS.2010.5678144
Filename
5678144
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