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@inproceedings{830056,
author = {Řeřucha, Šimon and Kotek, Ondřej},
address = {Praha},
booktitle = {Driver Car Interaction & Interface 2008},
keywords = {fatigue detection; Active Appearance Model; man-machine system; operator support; statistics},
language = {cze},
location = {Praha},
isbn = {978-80-87136-04-1},
publisher = {Prague: Academy of Sciences of CR, Institute of Computer Science},
title = {Driver Fatigue Detection Using Video Recording of Face},
year = {2008}
}
TY - JOUR
ID - 830056
AU - Řeřucha, Šimon - Kotek, Ondřej
PY - 2008
TI - Driver Fatigue Detection Using Video Recording of Face
PB - Prague: Academy of Sciences of CR, Institute of Computer Science
CY - Praha
SN - 9788087136041
KW - fatigue detection
KW - Active Appearance Model
KW - man-machine system
KW - operator support
KW - statistics
N2 - The safety of road transportation is still a topical issue. The principal problem we aim at is the detection of states when the driver's attention is not sufficient for safe driving using the analysis of video recording that captures driver's face. Our technique divides into several steps that use various methods to solve a part of the problem. The most fundamental is AAM for landmark point extraction, geometric methods for head posture computation, statistic methods for event detection and finally a rule-based expert system for final assessment. Our contribution presents the concept of "visual diagnostics" of a vehicle driver, describe particular steps and discuss methodology and introduce the experiments that validate the function of our approach. The results indicate that the method is suitable for target environment and can reliably provide desired information with sufficient reliability.
ER -
ŘEŘUCHA, Šimon a Ondřej KOTEK. Driver Fatigue Detection Using Video Recording of Face. In \textit{Driver Car Interaction \&{} Interface 2008}. Praha: Prague: Academy of Sciences of CR, Institute of Computer Science, 2008, 4 s. ISBN~978-80-87136-04-1.
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