DocumentCode
3267467
Title
Stereo Vision and Statistical Based Behaviour Prediction of Driver
Author
Eren, Haluk ; Çelik, Ümit ; Poyraz, Mustafa
Author_Institution
Firat Univ., Elazig
fYear
2007
fDate
13-15 June 2007
Firstpage
657
Lastpage
662
Abstract
The goal of this project is to develop a Webcam-based system for monitoring the activities of automobile drivers. As in any system deployed for monitoring driver activities, the primary goal is to distinguish between safe and unsafe driving actions. There is no fixed list of actions that qualifies the unsafe driving behaviors. In general, an activity or an action that reduces a driver´s alertness of their surroundings should be classified as unsafe driving behavior. Some examples of unsafe driving behavior include fatigue, talking on a cellular telephone, eating, and adjusting the controls of the dashboard stereo while driving. In this study, we also investigated the relationship between 2D and 3D face and pose recognition.
Keywords
cameras; driver information systems; face recognition; human factors; monitoring; statistical analysis; stereo image processing; visual perception; 2D face recognition; 3D face recognition; Webcam-based system; automobile driver activity monitoring; pose recognition; statistical based behaviour driver prediction; stereo vision; unsafe driving behavior; Data mining; Driver circuits; Face recognition; Hidden Markov models; Image recognition; Image segmentation; Lighting; Monitoring; Stereo vision; Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium, 2007 IEEE
Conference_Location
Istanbul
ISSN
1931-0587
Print_ISBN
1-4244-1067-3
Electronic_ISBN
1931-0587
Type
conf
DOI
10.1109/IVS.2007.4290191
Filename
4290191
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