• DocumentCode
    2734655
  • Title

    Disparity estimation using fractional dual tree complex wavelet transform

  • Author

    Kumar, Sanoj ; Kumar, Sanjeev ; Sukavanam, Nagarajan ; Raman, Balasubramanian

  • Author_Institution
    Dept. of Math., Indian Inst. of Technol. Roorkee, Roorkee, India
  • fYear
    2011
  • fDate
    3-5 Nov. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, a novel phase based approach using fractional dual tree complex wavelet transform (FrDT-CWT) is proposed for computing disparity flow from a given sequence of images. In the proposed approach, the complex valued function of an image using FrFT is obtained and phases are computed from the complex analytic signal. Disparity is then estimated as the optical flow using the phase difference method. The efficiency of the proposed algorithm is carried out by different experiments on synthetic as well as on realistic image sequences.
  • Keywords
    image sequences; trees (mathematics); wavelet transforms; FrDT-CWT; complex analytic signal; complex valued function; computer vision; disparity computation; disparity estimation; fractional dual tree complex wavelet transform; image sequences; optical flow; phase difference method; Continuous wavelet transforms; Discrete wavelet transforms; Estimation; Image sequences; Information processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Information Processing (ICIIP), 2011 International Conference on
  • Conference_Location
    Shimla
  • Print_ISBN
    978-1-61284-859-4
  • Type

    conf

  • DOI
    10.1109/ICIIP.2011.6108942
  • Filename
    6108942