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
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