• DocumentCode
    381893
  • Title

    Dense stereo matching method using a quarter of wavelet transform

  • Author

    Moreau, Guillaume ; Fuchs, Philippe ; Doncescu, Andrei ; Régis, Sébastien

  • Author_Institution
    Robotics Center, Ecole des Mines de Paris, France
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Abstract
    3D reconstruction from a set of stereoscopic image pairs requires the ability to match both images: any point in an image should match an homologous point in the other image. Knowing the relative position of the cameras, it is then possible to build a dense disparity map and a Z-buffer which will be used for 3D reconstruction. We propose a new method for computing a dense disparity map thanks to the use of a special wavelet transform less sensitive to discontinuity in disparities and partial occlusions. This method is based on the quarter of wavelet transform. Some experimental results are presented at the end of the paper.
  • Keywords
    image matching; image reconstruction; stereo image processing; wavelet transforms; 3D reconstruction; Z-buffer; camera position; computer vision; continuous wavelet transform; dense disparity map; dense stereo matching method; discontinuity; image matching; partial occlusions; quarter wavelet transform; stereoscopic images; Calibration; Cameras; Computational complexity; Computer vision; Image reconstruction; Layout; Pixel; Robots; Stereo vision; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1038009
  • Filename
    1038009