• DocumentCode
    982361
  • Title

    Simultaneous disparity estimation and object segmentation using stochastic models

  • Author

    Lee, S.H. ; Cho, N.I. ; Park, J.-I.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Seoul Nat. Univ., South Korea
  • Volume
    40
  • Issue
    9
  • fYear
    2004
  • fDate
    4/29/2004 12:00:00 AM
  • Firstpage
    534
  • Lastpage
    535
  • Abstract
    Stochastic models are proposed for simultaneous disparity estimation and object segmentation in the stereo images. The disparity and segment fields are explicitly modelled as Markov random fields, and are estimated in the energy minimisation process called stochastic diffusion. Some experiments show good segmentation results of foreground objects.
  • Keywords
    Markov processes; image segmentation; maximum likelihood estimation; stereo image processing; Markov random fields; disparity estimation; energy minimisation process; maximum likelihood estimation; object segmentation; stereo images; stochastic diffusion; stochastic models;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20040363
  • Filename
    1296975
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=982361