• DocumentCode
    1745671
  • Title

    A parallel real time implementation of stereo matching

  • Author

    Jeong, Hong ; Oh, Yuns

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
  • fYear
    2001
  • fDate
    36982
  • Abstract
    We present a VLSI architecture and implementation for a highly parallel trellis-based stereo matching algorithm that has been previously presented by the authors. The algorithm obtains disparity (depth) information from a pair of images and has a complexity of O(N 2) for N pixel scan lines and O(N) operations can be performed in parallel. The architecture consists of a linear array of identical processing elements with only nearest-neighbor communication. The host provides pixel data to each end of the array during the forward iterations and reads the computed disparity during the backward iterations. The design is highly scalable. A 10 processor array that can handle 340 pixel scan lines has been fabricated using a 0.65 μm CMOS process and has achieved 8 Mpixels/s throughput
  • Keywords
    CMOS integrated circuits; VLSI; computational complexity; parallel processing; stereo image processing; CMOS process; VLSI architecture; complexity; computed disparity; linear array; nearest-neighbor communication; parallel real time implementation; stereo matching; Artificial intelligence; Computer architecture; Digital signal processing chips; Field programmable gate arrays; Gold; Navigation; Pixel; Real time systems; Stereo vision; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing Symposium., Proceedings 15th International
  • Conference_Location
    San Francisco, CA
  • ISSN
    1530-2075
  • Print_ISBN
    0-7695-0990-8
  • Type

    conf

  • DOI
    10.1109/IPDPS.2001.924940
  • Filename
    924940