• DocumentCode
    1920570
  • Title

    FPGA based Architecture for Robust Optical Flow Computation

  • Author

    Botella, Guillermo ; Ros, Eduardo ; Rodriguez, Manuel ; Garcia, Antonio ; Andres, Esther ; Molina, M. Carmen ; Castillo, Encarnacion ; Parrilla, Luis

  • Author_Institution
    Dept. of Comput. Archit. & Autom., Univ. Complutense de Madrid, Madrid
  • fYear
    2008
  • fDate
    26-28 March 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Motion Computation, also called Optical Flow, consists of measuring the motion of an entity attending to the modulus (how fast) and the phase (direction) of its movement. There are a plethora of different models and algorithms whereas none of them cover all problems associated to the real world. Our contribution presents a novel customizable architecture, including resource usage and performance, of a neuromorphic robust optical flow adjustable platform, although its main drawback is the elevated computational complexity. Bioinspiration and robustness properties of the final system provides an extended set of applications fields.
  • Keywords
    field programmable gate arrays; image motion analysis; image sequences; FPGA based architecture; computational complexity; entity motion measurement; motion computation; resource usage; robust optical flow computation; Biomedical optical imaging; Computer architecture; Field programmable gate arrays; Fluid flow measurement; Image motion analysis; Motion measurement; Neuromorphics; Optical computing; Phase measurement; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Programmable Logic, 2008 4th Southern Conference on
  • Conference_Location
    San Carlos de Bariloche
  • Print_ISBN
    978-1-4244-1992-0
  • Type

    conf

  • DOI
    10.1109/SPL.2008.4547723
  • Filename
    4547723