Cylindrical model based head pose estimation for drivers
Proceedings of the IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
213 - 216
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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.
KeywordsAction recognition algorithms
Head pose estimation