Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi

Zeynep Yücel; Roberto Valenti; Nicu Sebe

doi:10.1109/SIU.2009.5136370

Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi

Translated title of the contribution: Cylindrical model based head pose estimation for drivers

Zeynep Yücel, Roberto Valenti, Nicu Sebe

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

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.

Translated title of the contribution	Cylindrical model based head pose estimation for drivers
Original language	Turkish
Title of host publication	2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
Pages	213-216
Number of pages	4
DOIs	https://doi.org/10.1109/SIU.2009.5136370
Publication status	Published - Oct 29 2009
Externally published	Yes
Event	2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009 - Antalya, Turkey Duration: Apr 9 2009 → Apr 11 2009

Publication series

Name	2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009

Conference

Conference
Country/Territory	Turkey
City	Antalya
Period	4/9/09 → 4/11/09

ASJC Scopus subject areas

Computer Networks and Communications
Signal Processing
Communication

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10.1109/SIU.2009.5136370

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Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi. / Yücel, Zeynep; Valenti, Roberto; Sebe, Nicu.

2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009. 2009. p. 213-216 5136370 (2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yücel, Z, Valenti, R & Sebe, N 2009, Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi. in 2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009., 5136370, 2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009, pp. 213-216, 2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009, Antalya, Turkey, 4/9/09. https://doi.org/10.1109/SIU.2009.5136370

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AB - 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.

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Araç sürücüleri i̇çin silindirik model tabanli kafa duruşu kestirimi

Abstract

Publication series

Conference

ASJC Scopus subject areas

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