DocumentCode :
2584906
Title :
Towards a non-contact driver-vehicle interface
Author :
McAllister, Gordon ; McKenna, Stephen J. ; Ricketts, Ian W.
Author_Institution :
Dept. of Appl. Comput., Dundee Univ., UK
fYear :
2000
fDate :
2000
Firstpage :
58
Lastpage :
63
Abstract :
A novel, non-contact, pointing interface is being developed for the control of non-safety critical systems inside a vehicle with the aims of improving safety, decreasing manufacturing cost and improving the ease of driver migration between different cars. A driver operates the interface via an on-screen cursor using pointing gestures to be identified by a computer vision system. This paper describes the vision subsystem responsible for detection and tracking of the driver´s hands. To be robust, it must detect and track under varying lighting conditions with no prior assumptions concerning the colour of the hands or clothing. Adaptive foreground and background models are used for segmentation and a robust geometrical hand model is employed for tracking. The system is demonstrated working at speeds close to real-time on a standard PC using image sequences captured inside a car
Keywords :
automobiles; computer vision; image segmentation; image sequences; object detection; optical tracking; user interfaces; automobiles; computer vision; driver hand detection; driver-vehicle interface; geometrical model; image segmentation; image sequences; pointing interface; tracking; Clothing; Computer vision; Control systems; Costs; Image segmentation; Manufacturing; Robustness; Solid modeling; Vehicle driving; Vehicle safety;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2000. Proceedings. 2000 IEEE
Conference_Location :
Dearborn, MI
Print_ISBN :
0-7803-5971-2
Type :
conf
DOI :
10.1109/ITSC.2000.881018
Filename :
881018
Link To Document :
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