DocumentCode :
2405909
Title :
Semi-autonomous wheelchair system using stereoscopic cameras
Author :
Nguyen, Jordan S. ; Nguyen, Thanh H. ; Nguyen, Hung T.
Author_Institution :
Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, NSW, Australia
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
5068
Lastpage :
5071
Abstract :
This paper is concerned with the design and development of a semi-autonomous wheelchair system using stereoscopic cameras to assist hands-free control technologies for severely disabled people. The stereoscopic cameras capture an image from both the left and right cameras, which are then processed with a Sum of Absolute Differences (SAD) correlation algorithm to establish correspondence between image features in the different views of the scene. This is used to produce a stereo disparity image containing information about the depth of objects away from the camera in the image. A geometric projection algorithm is then used to generate a 3-Dimensional (3D) point map, placing pixels of the disparity image in 3D space. This is then converted to a 2-Dimensional (2D) depth map allowing objects in the scene to be viewed and a safe travel path for the wheelchair to be planned and followed based on the user´s commands. This assistive technology utilising stereoscopic cameras has the purpose of automated obstacle detection, path planning and following, and collision avoidance during navigation. Experimental results obtained in an indoor environment displayed the effectiveness of this assistive technology.
Keywords :
brain-computer interfaces; collision avoidance; handicapped aids; mobile robots; motion control; robot vision; stereo image processing; wheelchairs; 2-dimensional depth map; 3-dimensional point map; assistive technology; automated obstacle detection; brain-computer interfaces; collision avoidance; geometric projection algorithm; hands-free control technology; head movement controllers; indoor environment; navigation; object depth; path following; path planning; semi-autonomous wheelchair system; severely disabled people; stereo disparity image; stereoscopic cameras; sum of absolute differences correlation algorithm; Algorithms; Computer Systems; Disabled Persons; Equipment Design; Humans; Photography; Vision Disparity; Wheelchairs;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5334266
Filename :
5334266
Link To Document :
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