• DocumentCode
    649386
  • Title

    A parallel implementation of IR video processing on a GPU

  • Author

    Jarrah, Amin ; Mirzaei, Golrokh ; Majid, Mohammad Wadood ; Ross, James ; Jamali, Mohsin M. ; Gorsevski, Peter V. ; Frizado, Joseph ; Bingman, Verner P.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of Toledo, Toledo, OH, USA
  • fYear
    2013
  • fDate
    4-7 Aug. 2013
  • Firstpage
    1160
  • Lastpage
    1163
  • Abstract
    A bird and bat monitoring system has been developed that uses marine radar, IR camera and acoustic recorders for wind farm applications. IR video recording is used to monitor birds and bats activity which will be useful for wildlife biologists in developing mitigation techniques to minimize impact of wind turbines on birds and bats. In order to process nocturnal migration data that is recorded from one hour after sun set to one hour before the sun rise requires high speed computations. IR video processing is computationally intensive. A parallel processing approach and use of GPU is proposed to process IR video data that will meet real time requirements. This paper examines the parallel implementation of the IR video processing on GPU.We achieved the real time requirements and the necessary performance for analyzing IR with size 704×480.
  • Keywords
    graphics processing units; infrared imaging; marine radar; video cameras; video recording; video signal processing; wind turbines; GPU; IR camera; IR video data processing; acoustic recorder; bat monitoring system; bird monitoring system; marine radar; mitigation technique; nocturnal migration data; sun set; wildlife biologists; wind farm application; wind turbine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (MWSCAS), 2013 IEEE 56th International Midwest Symposium on
  • Conference_Location
    Columbus, OH
  • ISSN
    1548-3746
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2013.6674859
  • Filename
    6674859