DocumentCode :
3140364
Title :
Heading direction anticipation using visual feedback system
Author :
Zaina, Z. ; Ramli, Rohaiza ; Mustafa, Mohd Marzuki ; Zainal, Zafariq
Author_Institution :
Fac. of Eng. & Built Environ., Univ. Kebangsaan Malaysia, Bangi, Malaysia
fYear :
2012
fDate :
16-17 July 2012
Firstpage :
32
Lastpage :
37
Abstract :
This paper presents a technique of visual feedback system application to interpret heading direction which can be adapted to a moving system such as walking mobile robot. An optical flow is used to extract information obtained from generation of images sequence from the visual feedback system. The generation of optical flow is done by differential based method and the heading direction is represented by angle estimation. The technique was tested in two conditions in which a situation of a static camera with moving object and in a situation where moving camera with static environment. The efficiency of the visual feedback system is evaluated using root mean square error (RMSE) in order to determine the performance of proposed method in angle representation.
Keywords :
cameras; feature extraction; feedback; image sequences; mean square error methods; RMSE; angle estimation; angle representation; differential based method; heading direction anticipation; images sequence; information extraction; moving system; optical flow; root mean square error; static camera; visual feedback system; walking mobile robot; Cameras; Computer vision; Image motion analysis; Integrated optics; Optical imaging; Vectors; Visualization; Visual feedback system; heading direction; optical flow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and System Graduate Research Colloquium (ICSGRC), 2012 IEEE
Conference_Location :
Shah Alam, Selangor
Print_ISBN :
978-1-4673-2035-1
Type :
conf
DOI :
10.1109/ICSGRC.2012.6287131
Filename :
6287131
Link To Document :
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