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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
1803-3814
Periodical
Mendel Journal series
Year of study
15
Number
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" }