• DocumentCode
    2346279
  • Title

    Compact FPGA-based systolic array architecture suitable for vision systems

  • Author

    Saldaña, Griselda ; Arias-Estrada, Miguel

  • Author_Institution
    Dept. of Comput. Sci., National Inst. for Astrophys., Opt. & Electron., Puebla
  • fYear
    2007
  • fDate
    2-4 April 2007
  • Firstpage
    1008
  • Lastpage
    1013
  • Abstract
    Motion estimation constitutes a significant computational part of video compression standards such as MPEG4. The present work focuses on the development of a reconfigurable systolic-based architecture implementing the full search block matching algorithm which is highly computing intensive and requires a large bandwidth to obtain real-time performance. The architecture comprises a smart memory scheme to reduce the number of access to data memory and router elements to handle data movement among different structures inside the same architecture, adding the possibility of chaining interconnection of multiple processing blocks. Every PE in the array includes a double ALU in order to search multiple macro-blocks in parallel. The functionality has been extended to support operations involved in some other low-level image algorithms. Results show that a peak performance in the order of 9 GOPS can be achieved
  • Keywords
    computer vision; field programmable gate arrays; motion estimation; systolic arrays; compact FPGA-based systolic array architecture; full search block matching algorithm; motion estimation; reconfigurable systolic-based architecture; smart memory; video compression standard; vision systems; Bandwidth; Computer architecture; Convolution; Field programmable gate arrays; Image processing; Machine vision; Motion estimation; Systolic arrays; Throughput; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, 2007. ITNG '07. Fourth International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    0-7695-2776-0
  • Type

    conf

  • DOI
    10.1109/ITNG.2007.209
  • Filename
    4151836