Publication detail
Human Eyes Localization for Driver Inattention Monitoring System
HORÁK, K. RICHTER, M. KALOVÁ, I.
Original Title
Human Eyes Localization for Driver Inattention Monitoring System
Type
conference paper
Language
English
Original Abstract
Paper presents a machine vision framework for human eyes detection in non-trivial scenes, especially for detection of a driver's pupils while a car is moving on a road. The article describes a technique of image acquisition, which takes advantage of an electronic camera with a specific reflective illuminator. Besides, an image processing method for pupils detection based on convolution is presented too and in the end of the paper there is demonstrated function of a tracking algorithm with estimation of the eye blinking. All the exploited designs and methods were proposed with respect to further realization of a real-time application determining a level of the driver's fatigue.
Keywords
image processing, driver, fatigue, pupil, detection, tracking
Authors
HORÁK, K.; RICHTER, M.; KALOVÁ, I.
RIV year
2009
Released
24. 6. 2009
Publisher
Brno University of Technology/Institution of Automation and Computer Science
Location
Brno, Czech Republic
ISBN
978-80-214-3884-2
Book
Book the Proceedings of MENDEL 2009
Edition number
1
ISBN
1803-3814
Periodical
Mendel Journal series
Year of study
15
Number
1
State
Czech Republic
Pages from
283
Pages to
288
Pages count
6
BibTex
@inproceedings{BUT33344,
author="Karel {Horák} and Miloslav {Richter} and Ilona {Janáková}",
title="Human Eyes Localization for Driver Inattention Monitoring System",
booktitle="Book the Proceedings of MENDEL 2009",
year="2009",
journal="Mendel Journal series",
volume="15",
number="1",
pages="283--288",
publisher="Brno University of Technology/Institution of Automation and Computer Science",
address="Brno, Czech Republic",
isbn="978-80-214-3884-2",
issn="1803-3814"
}