• DocumentCode
    3200117
  • Title

    Experimental analysis of a number of stereo matching components using LMA

  • Author

    Stewart, Charles V. ; MacCrone, Janice K.

  • Author_Institution
    Dept. of Comput. Sci., Rensselaer Polytech. Inst., Troy, NY, USA
  • Volume
    i
  • fYear
    1990
  • fDate
    16-21 Jun 1990
  • Firstpage
    254
  • Abstract
    A stereo matching algorithm is described that combines new techniques with features of existing algorithms. The final version of the algorithm, called LMA (local matching algorithm), includes (1) a modified disparity gradient support computation that gathers support for each candidate match by examining other candidate matches in an adaptively sized window surrounding that match, (2) a new form of multiresolution that derives support for each match by searching adjacent resolution levels for candidate matches that have similar positions, orientations, and disparities, and (3) a new final consistency check called the area rule that tests each high-confidence match to ensure consistency with at least a minimum percentage of its neighboring high-confidence matches. The algorithm is built incrementally, and the effectiveness of each proposed component of the algorithm is demonstrated experimentally
  • Keywords
    computer vision; pattern recognition; adjacent resolution levels; area rule; candidate matches; consistency check; high-confidence match; local matching algorithm; modified disparity gradient support computation; multiresolution; searching; stereo matching algorithm; Computer science; Layout; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1990. Proceedings., 10th International Conference on
  • Conference_Location
    Atlantic City, NJ
  • Print_ISBN
    0-8186-2062-5
  • Type

    conf

  • DOI
    10.1109/ICPR.1990.118106
  • Filename
    118106