• DocumentCode
    2494492
  • Title

    Implementation of real-time pedestrian detection on FPGA

  • Author

    Cao, Tam Phuong ; Deng, Guang ; Mulligan, David

  • Author_Institution
    Dept. of Electron. Eng., Latrobe Univ., Bundoora, VIC
  • fYear
    2008
  • fDate
    26-28 Nov. 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Every year, many pedestrians are killed or seriously injured due to car accidents. A pedestrian recognition and warning system could save lives by warning the driver about a possible pedestrian hazard. Although significant progress in research for such systems has been reported, these systems are yet to be implemented in vehicles. In this paper, we review some major pedestrian detection systems and identify the challenges that a real-time pedestrian recognition system has to overcome. We also discuss some positive experimental results using a modified pedestrian detection algorithm that is suitable for implementation on a Field Programmable Gate Array (FPGA) platform.
  • Keywords
    alarm systems; field programmable gate arrays; object recognition; FPGA; car accidents; pedestrian recognition; pedestrian warning system; real-time pedestrian detection; Cameras; Detection algorithms; Face detection; Field programmable gate arrays; Head; Humans; Leg; Sensor systems; Vehicles; Video surveillance; FPGA; image processing; pedestrian detection; vision-based safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Vision Computing New Zealand, 2008. IVCNZ 2008. 23rd International Conference
  • Conference_Location
    Christchurch
  • Print_ISBN
    978-1-4244-3780-1
  • Electronic_ISBN
    978-1-4244-2583-9
  • Type

    conf

  • DOI
    10.1109/IVCNZ.2008.4762094
  • Filename
    4762094