Cylindrical model based head pose estimation for drivers
Date
2009
Authors
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Source Title
Proceedings of the IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
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Publisher
IEEE
Volume
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Pages
213 - 216
Language
Turkish
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2
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12
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Abstract
The application of action recognition algorithms onto driving safety systems is still an open area of research. In terms of driving safety, identification of head movements present more significant information in comparison to other actions of the driver. Therefore, in this study, we developed a cylindrical model based head pose estimator to track drivers' head movements. The experiments indicate that the proposed scheme presents significant accuracy in estimation of head pose.