• DocumentCode
    1636136
  • Title

    A dense stereo matching by iterated dynamic programming with using Gabor filters

  • Author

    Lysak, Yuri ; Kapshiy, Oleg

  • Author_Institution
    Karpenko Physico-Mech. Inst., Lviv, Ukraine
  • fYear
    2008
  • Firstpage
    348
  • Lastpage
    349
  • Abstract
    In this paper a method for solving stereo matching problem is presented. It is based on minimization of some energy functional by iterated dynamic programming. The solution such task, where presents of occlusions, weakly or periodic textured regions provides some ambiguity for optimization process, propagating extra information i.e. ground control points (GCPs) in to the matching process by using oriented spatial filters allow us to obtain more accurate dense disparity maps. By employing iterated dynamic programming as optimization technique that performs optimization both along and across scan lines allows a typical inter scan-line inconsistency problem to be solved. Consequently, incorporating GCP in to the optimization process improves its stability end efficiency.
  • Keywords
    Gabor filters; dynamic programming; image matching; image reconstruction; iterative methods; stereo image processing; Gabor filters; dense stereo matching; ground control point; iterated dynamic programming; Image matching; iterated dynamic programming; oriented spatial filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
  • Conference_Location
    Lviv-Slavsko
  • Print_ISBN
    978-966-553-678-9
  • Type

    conf

  • Filename
    5423383