DocumentCode :
3061680
Title :
Smart wheelchair guidance using optical flow
Author :
Van Workum, Karl ; Green, Richard
Author_Institution :
Mechatron. Eng., Univ. of Canterbury, Christchurch, New Zealand
fYear :
2009
fDate :
23-25 Nov. 2009
Firstpage :
7
Lastpage :
11
Abstract :
This paper proposes a method that uses optical flow information to help guide a powered wheelchair along the centre of corridors and through the centre of doorways. The Shi and Tomasi algorithm is used to find good points to track, then the optical flow vectors are calculated using the pyramidal Lucas-Kanade method and finally the optical flow vectors are translated into depth information and averaged. The results show that the proposed algorithm runs in real-time at a high level of accuracy enabling a wheelchair enough time to avoid a collision.
Keywords :
computer vision; handicapped aids; image sequences; wheelchairs; Shi algorithm; Tomasi algorithm; computer vision; optical flow vector; pyramidal Lucas-Kanade method; smart wheelchair guidance; Cameras; Computer science; Computer vision; Costs; Image motion analysis; Mechatronics; Optical computing; Power engineering and energy; Stereo vision; Wheelchairs; component; computer vision; optical flow; wheelchair guidence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Vision Computing New Zealand, 2009. IVCNZ '09. 24th International Conference
Conference_Location :
Wellington
ISSN :
2151-2205
Print_ISBN :
978-1-4244-4697-1
Electronic_ISBN :
2151-2205
Type :
conf
DOI :
10.1109/IVCNZ.2009.5378359
Filename :
5378359
Link To Document :
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