• DocumentCode
    816151
  • Title

    FPGA-based real-time optical-flow system

  • Author

    Díaz, Javier ; Ros, Eduardo ; Pelayo, Francisco ; Ortigosa, Eva M. ; Mota, Sonia

  • Author_Institution
    Comput. Archit. & Technol. Dept., Univ. of Granada, Spain
  • Volume
    16
  • Issue
    2
  • fYear
    2006
  • Firstpage
    274
  • Lastpage
    279
  • Abstract
    We describe a pipelined optical-flow processing system that works as a virtual motion sensor. It is based on a field-programmable gate array (FPGA) device enabling the easy change of configuring parameters to adapt the sensor to different speeds, light conditions and other environmental factors. We refer to it as a "virtual sensor" because it consists of a conventional camera as front-end supported by an FPGA processing device, which embeds the frame grabber, optical-flow algorithm implementation, output module, and some configuration and storage circuitry. To the best of our knowledge, this is the first study that presents a fully stand-alone optical-flow processing system to include measurements of the platform performance in terms of accuracy and speed.
  • Keywords
    field programmable gate arrays; image motion analysis; image sequences; pipeline processing; FPGA-based real-time optical-flow system; field-programmable gate array; pipelined optical-flow processing system; virtual sensor; Adaptive arrays; Cameras; Environmental factors; Field programmable gate arrays; Optical arrays; Optical sensors; Real time systems; Sensor arrays; Sensor phenomena and characterization; Sensor systems; Field-programmable gate arrays (FPGAs); image motion analysis; image processing; pipeline processing; real-time systems;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2005.861947
  • Filename
    1588967