• DocumentCode
    3544953
  • Title

    VLSI architectures for stereoscopic video disparity matching and object extraction

  • Author

    Lin, Jian-Hung ; Parhi, Keshab K.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Minnesota, Minneapolis, MN, USA
  • fYear
    2005
  • fDate
    23-26 May 2005
  • Firstpage
    2373
  • Abstract
    Disparity matching and object extraction of stereoscopic video are critical procedures for many computer vision applications. Current research in this area is mostly focused on algorithm design for software implementation, and the coding efficiency is not acceptable for many real-time applications. To overcome the problems and further improve efficiency, several hardware oriented methods and architectures are proposed. First, an improved disparity matching method, referred to as two-level hybrid disparity estimation, is proposed; it is designed for stereoscopic video and has low computational complexity and good performance. Then, a new segmentation algorithm for the depth map previously obtained, referred to as average but keep boundary (ABKB), is proposed. Both of these algorithms are combined with an existing mean shift color segmentation algorithm to design a high speed video object extraction unit.
  • Keywords
    VLSI; computational complexity; computer vision; image colour analysis; image matching; image segmentation; object detection; parameter estimation; stereo image processing; video coding; VLSI architectures; coding efficiency; computational complexity; computer vision; depth map; disparity matching; mean shift color segmentation algorithm; object extraction; segmentation algorithm; software implementation; stereoscopic video; two-level hybrid disparity estimation; Algorithm design and analysis; Application software; Computational complexity; Computer architecture; Computer vision; Gabor filters; Hardware; Software algorithms; Software design; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-8834-8
  • Type

    conf

  • DOI
    10.1109/ISCAS.2005.1465102
  • Filename
    1465102