• DocumentCode
    1894429
  • Title

    Non-supervised chromatic illuminant: corrector for autonomous robots

  • Author

    Marini, Daniele ; Rizzi, Alessandro

  • Author_Institution
    Dipt. di Sci. dell´´Inf., Milan Univ., Italy
  • fYear
    1997
  • fDate
    22-24 Oct 1997
  • Firstpage
    126
  • Lastpage
    132
  • Abstract
    One of the well-known problems in colour image interpretation is the colour-constancy problem. Autonomous robots that use colour information to select objects or landmarks can be deceived in presence of heavy coloured illuminants. Classic chromatic filtering presupposes detailed information about light source characteristics, but this is not always possible. The presence of emergency lights or different kinds of light sources can heavily influence object colour. Retinex theory, by Land and McCann (1971), can resolve these problems. This theory gives color perception on a color space based on three brightness computed as relative reflectance along multiple exploration paths of the perceived scene. This paper considers the application of this theory in order to allow automatic colour detection in autonomous robots. The algorithm has been tested on simple coloured scenes illuminated with different light sources. The results obtained are compared
  • Keywords
    brightness; image colour analysis; light sources; mobile robots; path planning; reflectivity; robot vision; Retinex theory; automatic colour detection; autonomous mobile robots; brightness; chromatic filtering; chromatic illuminant; colour image interpretation; colour-constancy; light sources; object colour; relative reflectance; Brightness; Emergency lighting; Information filtering; Information filters; Layout; Light sources; Orbital robotics; Reflectivity; Robotics and automation; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Mobile Robots, 1997. Proceedings., Second EUROMICRO workshop on
  • Conference_Location
    Brescia
  • Print_ISBN
    0-8186-8174-8
  • Type

    conf

  • DOI
    10.1109/EURBOT.1997.633611
  • Filename
    633611