• DocumentCode
    156608
  • Title

    VLSI implementations of stereo matching using Dynamic Programming

  • Author

    Shen-Fu Hsiao ; Wen-Ling Wang ; Po-Sheng Wu

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
  • fYear
    2014
  • fDate
    28-30 April 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Dynamic Programming (DP)-based stereo matching consists of three major parts: matching cost computation (M.C.C.), minimum cost accumulation (M.C.A.), and disparity optimization (D.O.). This paper presents two architectures of implementations: array-based and memory-based. The array-based implementation is a systolic-like design consisting of regularly connected processing elements (PEs). The memory-based design replaces most of the PEs by memory units in order to reduce area cost. Both architectures adopt the concept of double buffer designs in order to process contiguous images. Experimental results show that the proposed design can achieve real-time processing speed at reasonable area cost.
  • Keywords
    VLSI; dynamic programming; image matching; stereo image processing; VLSI; array-based design; disparity optimization; double buffer designs; dynamic programming; matching cost computation; memory-based design; minimum cost accumulation; stereo matching; Arrays; Dynamic programming; Heuristic algorithms; Optimization; Registers; Timing; depth map; disparity; dynamic programming; stereo correspondence; stereo matching; stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    VLSI Design, Automation and Test (VLSI-DAT), 2014 International Symposium on
  • Conference_Location
    Hsinchu
  • Type

    conf

  • DOI
    10.1109/VLSI-DAT.2014.6834899
  • Filename
    6834899