• DocumentCode
    2186197
  • Title

    FPGA implementation for stereo matching algorithm

  • Author

    Baha, Nadia ; Touzene, Hakim ; Larabi, Slimane

  • Author_Institution
    Comput. Sci. Dept., Univ. of Sci. & Technol., Algiers, Algeria
  • fYear
    2013
  • fDate
    7-9 Oct. 2013
  • Firstpage
    448
  • Lastpage
    454
  • Abstract
    To reach a real-time stereo vision in embedded systems, we propose in this paper, the adaptation and optimization of the well-known Disparity Space Image (DSI) on a single FPGA(Field programmable gate Arrays) that is designed for high efficiency when realized in hardware. An initial disparity map was calculated using the DSI structure and then a median filter was applied to smooth the disparity map. Many methods reported in the literature are mainly restricted to implement the SAD algorithm (Sum of Absolute Differences) on an FPGA. An evaluation of our method is done by comparing the obtained results of our method with a very fast and well-known sum of absolute differences algorithm using hardware-based implementations.
  • Keywords
    computer vision; embedded systems; field programmable gate arrays; image matching; optimisation; stereo image processing; DSI; FPGA implementation; SAD algorithm; disparity map; disparity space image; embedded systems; field programmable gate arrays; hardware-based implementations; optimization; real-time stereo vision; stereo matching algorithm; sum of absolute differences; Accuracy; Computer architecture; Field programmable gate arrays; Hardware; Image resolution; Real-time systems; Stereo vision; DSI (Disparity Space Image); FPGA; Occlusion; Real-time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Science and Information Conference (SAI), 2013
  • Conference_Location
    London
  • Type

    conf

  • Filename
    6661777