• DocumentCode
    1468589
  • Title

    An Analysis of Visual Adaptation and Contrast Perception for Tone Mapping

  • Author

    Ferradans, Sira ; Bertalmío, Marcelo ; Provenzi, Edoardo ; Caselles, Vicent

  • Author_Institution
    Dept. de Tecnol. de la Inf. y las Comun., Univ. Pompeu Fabra, Barcelona, Spain
  • Volume
    33
  • Issue
    10
  • fYear
    2011
  • Firstpage
    2002
  • Lastpage
    2012
  • Abstract
    Tone Mapping is the problem of compressing the range of a High-Dynamic Range image so that it can be displayed in a Low-Dynamic Range screen, without losing or introducing novel details: The final image should produce in the observer a sensation as close as possible to the perception produced by the real-world scene. We propose a tone mapping operator with two stages. The first stage is a global method that implements visual adaptation, based on experiments on human perception, in particular we point out the importance of cone saturation. The second stage performs local contrast enhancement, based on a variational model inspired by color vision phenomenology. We evaluate this method with a metric validated by psychophysical experiments and, in terms of this metric, our method compares very well with the state of the art.
  • Keywords
    data compression; image coding; screens (display); visual perception; color vision phenomenology; cone saturation; contrast perception; high-dynamic range image compression; low-dynamic range screen; observer; tone mapping; visual adaptation; Adaptation model; Equations; Image color analysis; Mathematical model; Photoreceptors; Retina; Visualization; High-dynamic range images; Naka-Rushton equation; Weber-Fechner contrast.; tone mapping;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2011.46
  • Filename
    5728823