DocumentCode :
2638751
Title :
Face detection and head tracking using stereo and thermal infrared cameras for "smart" airbags: a comparative analysis
Author :
Krotosky, Stephen J. ; Cheng, Shinko Y. ; Trivedi, Mohan M.
Author_Institution :
Comput. Vision & Robotics Res. Lab., California Univ., San Diego, La Jolla, CA, USA
fYear :
2004
fDate :
3-6 Oct. 2004
Firstpage :
17
Lastpage :
22
Abstract :
Vision based systems for "smart" airbag systems aim to give precise information about occupant pose and location. This information can be used to make intelligent airbag deployment decisions. This paper reviews both a stereo-based and long wave infrared-based system for "smart" airbag deployment. The algorithms are systematically evaluated through extensive real-time occupant tests. Data for both algorithms is simultaneously collected and evaluated for viability in an intelligent airbag system. Results of these experimental trials show the feasibility of each video based occupant position analysis system. Advantages and drawbacks of each method are discussed and potential solutions are suggested.
Keywords :
automobiles; cameras; computer vision; face recognition; infrared imaging; road accidents; road safety; safety devices; stereo image processing; automobiles; face detection; head tracking; intelligent airbag deployment decisions; long wave infrared based system; real time occupant tests; road accidents; road safety; smart intelligent airbag system; stereo infrared cameras; thermal infrared cameras; video based occupant position analysis system; vision based systems; Automobiles; Face detection; Information analysis; Infrared detectors; Intelligent systems; Lighting; Machine vision; Real time systems; Smart cameras; System testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2004. Proceedings. The 7th International IEEE Conference on
Print_ISBN :
0-7803-8500-4
Type :
conf
DOI :
10.1109/ITSC.2004.1398865
Filename :
1398865
Link To Document :
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