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Fatigue Features Based on Eye Tracking for Driver Inattention System

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F11%3APU94503" target="_blank" >RIV/00216305:26220/11:PU94503 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Fatigue Features Based on Eye Tracking for Driver Inattention System

  • Original language description

    This paper deals with segmentation methods and fatigue features determination for a camera-based visual systems monitoring driver vigilance. Generally visual monitoring systems have to analyse a set of computed fatigue features and recognize driver inattention or sleepiness. The paper is focused mostly on the segmentation methods used for reliable eyes tracking because of eyes features are certainly the most significant features for determining of a driver fatigue. Fundamentals segmentation methods as a simple colour segmentation and Hough transform are introduced in the paper. After that a more complex Haar-like features approach and symmetries detection approach are shortly introduced. Finally, several of the leading fatigue features are listed and described. All the presented segmentation methods were tested on both laboratory and real images.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JB - Sensors, detecting elements, measurement and regulation

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/1M0567" target="_blank" >1M0567: Centre for Applied Cybernetics</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2011

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    The Proceedings of the 34th International Conference on Telecommunication and Signal Processing.

  • ISBN

    978-1-4577-1411-5

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    593-597

  • Publisher name

    Department of Telecommunications, Tribun EU s.r.o.

  • Place of publication

    Brno, Czech Republic

  • Event location

    Budapest

  • Event date

    Aug 18, 2011

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000299568700124