Cylindrical model based head pose estimation for drivers

Date

2009

Authors

Yücel, Zeynep
Valenti, R.
Sebe, N.

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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.

Source Title

Proceedings of the IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009

Publisher

IEEE

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Keywords

Action recognition algorithms, Cylindrical models, Driving safety, Head movements, Head pose estimation, Automobile drivers, Signal processing, Motion estimation

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Citation

Published Version (Please cite this version)

Language

Turkish

Type

Conference Paper