• DocumentCode
    394582
  • Title

    Doubly-MRF stereo matching

  • Author

    Cheng, Li ; Caelli, Terry

  • Author_Institution
    Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
  • Volume
    3
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    We examine a new double-layered Markov random field probabilistic framework for stereo matching and use belief propagation for approximate inference. Our initial experimental results are promising and future developments are discussed.
  • Keywords
    Markov processes; image matching; inference mechanisms; probability; stereo image processing; MRF stereo matching; approximate inference; belief propagation; double-layered Markov random field; probabilistic framework; Belief propagation; Councils; Equations; Image converters; Image segmentation; Inference algorithms; Markov random fields; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1199567
  • Filename
    1199567
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=394582