Detail publikačního výsledku

Human Eyes Localization for Driver Inattention Monitoring System

HORÁK, K.; RICHTER, M.; KALOVÁ, I.

Originální název

Human Eyes Localization for Driver Inattention Monitoring System

Anglický název

Human Eyes Localization for Driver Inattention Monitoring System

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

image processing, driver, fatigue, pupil, detection, tracking

Klíčová slova v angličtině

image processing, driver, fatigue, pupil, detection, tracking

Autoři

HORÁK, K.; RICHTER, M.; KALOVÁ, I.

Rok RIV

2010

Vydáno

24.06.2009

Nakladatel

Brno University of Technology/Institution of Automation and Computer Science

Místo

Brno, Czech Republic

ISBN

978-80-214-3884-2

Kniha

Book the Proceedings of MENDEL 2009

ISSN

1803-3814

Periodikum

Mendel Journal series

Svazek

15

Číslo

1

Stát

Česká republika

Strany od

283

Strany do

288

Strany počet

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"
}