• DocumentCode
    3695345
  • Title

    FPGA-based stereo vision system using census transform for autonomous mobile robot

  • Author

    Kaichiro Nakazato;Yasufumi Touma;Hayato Hagiwara;Kenichi Asami;Mochimitsu Komori

  • Author_Institution
    Department of Applied Science for Integrated System Engineering, Kyushu Institute of Technology, 1-1 Sensui-cho, Tobata-ku, Kitakyusyu, Fukuoka 804-8550, Japan
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper presents an FPGA-based stereo vision system using census transform for autonomous mobile robots. Most autonomous mobile robot need to quickly recognize the surroundings in order to avoid obstructions and find pathways. Therefore, faster image processing methods are required to be capable of mobility. Accordingly, the FPGA-based stereo vision system using census transform is proposed, where the feature description represents the adaptation to various environments and has compactness of binary information on logic circuits. As experimental results, the proposed FPGA-based stereo vision system was very faster than the software system on the same platform. Moreover, the mismatch rate was very low for the stereo correspondence.
  • Keywords
    "Transforms","Image edge detection","Stereo vision","Hamming distance","Field programmable gate arrays","Hardware","Cameras"
  • Publisher
    ieee
  • Conference_Titel
    Informatics, Electronics & Vision (ICIEV), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIEV.2015.7334017
  • Filename
    7334017