DocumentCode :
3382203
Title :
Hough Transform Run Length Encoding for Real-Time Image Processing
Author :
Messom, C.H. ; Gupta, G. Sen ; Demidenko, S.
Author_Institution :
Massey Univ., Albany
Volume :
3
fYear :
2005
fDate :
16-19 May 2005
Firstpage :
2198
Lastpage :
2202
Abstract :
This paper introduces a real-time image processing algorithm based on run length encoding (RLE) for a vision based intelligent controller of a humanoid robot system. The RLE algorithms identify objects in the image providing their size and position. A RLE Hough transform is also presented for recognition of landmarks in the image to aid robot localization. The vision system presented has been tested by simulating the dynamics of the robot system as well as the image processing subsystem. The real-time image processing and control algorithms allow the unstable dynamic model of the biped robot to be controlled
Keywords :
Hough transforms; edge detection; image coding; mobile robots; object detection; path planning; robot vision; runlength codes; Hough transform; edge detection; humanoid robot system; intelligent controller; real-time image processing; robot localization; run length encoding; vision system; Control systems; Humanoid robots; Image coding; Image processing; Image recognition; Intelligent robots; Machine vision; Real time systems; Robot localization; System testing; Edge detection; Hough Transform; Real-time Image processing; Run Length Encoding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-8879-8
Type :
conf
DOI :
10.1109/IMTC.2005.1604565
Filename :
1604565
Link To Document :
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