• DocumentCode
    705422
  • Title

    Towards acomprehensive color stereoscopic matching model based on HVS behavior

  • Author

    Bensalma, Rafik ; Larabi, Mohamed-Chaker

  • Author_Institution
    SIC Dept., Univ. of Poitiers, Poitiers, France
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    1786
  • Lastpage
    1790
  • Abstract
    3D applications need a stereo matching algorithm that can merge the left image with the right image. In this paper we propose a stereo matching algorithm based on some binocular properties of the human visual system. For this, we have focused on the simple and complex cells properties that are responsible for binocular fusion. A model, based on a complex wavelet transform, a color contrast sensitivity function and a bandelet transform, is proposed to model the properties of the simple and complex cells characterized by their size, orientation, phase and amplitude. This model is designed to calculate the binocular energy generated by each binocular complex cell. A model refinement based on properties specific to the lateral geniculate body is then proposed to refine the results obtained with the binocular energy model calculation. The obtained results can be exploited by the stereoscopic vision applications, such as 3D reconstruction, stereoscopic coding, stereoscopic quality assessment and other applications.
  • Keywords
    computer vision; image colour analysis; image fusion; image matching; stereo image processing; wavelet transforms; HVS; bandelet transform; binocular complex cell; binocular energy model calculation; binocular fusion; color contrast sensitivity function; complex wavelet transform; comprehensive color stereoscopic matching model; human visual system; image merging; lateral geniculate body; model refinement; stereoscopic vision applications; Computational modeling; Continuous wavelet transforms; Image color analysis; Mathematical model; Retina; Stereo image processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096695