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

English Title

Human Eyes Localization for Driver Inattention Monitoring System

Type

conference paper

Language

en

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.

English 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

RIV year

2009

Released

24.06.2009

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

Pages from

283

Pages to

288

Pages count

6

Documents

BibTex


@inproceedings{BUT33344,
  author="Karel {Horák} and Miloslav {Richter} and Ilona {Janáková}",
  title="Human Eyes Localization for Driver Inattention Monitoring System",
  annote="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.",
  address="Brno University of Technology/Institution of Automation and Computer Science",
  booktitle="Book the Proceedings of MENDEL 2009",
  chapter="33344",
  howpublished="print",
  institution="Brno University of Technology/Institution of Automation and Computer Science",
  journal="Mendel Journal Series 2009",
  number="1",
  year="2009",
  month="june",
  pages="283--288",
  publisher="Brno University of Technology/Institution of Automation and Computer Science",
  type="conference paper"
}