• DocumentCode
    3415769
  • Title

    Constant execution time multiple human detector regardless of target number increase based on HLAC

  • Author

    Kitano ; Ming Ding ; Takemura, Hiroshi ; Mizoguchi, Hiroshi

  • fYear
    2011
  • fDate
    3-7 July 2011
  • Firstpage
    13
  • Lastpage
    18
  • Abstract
    This paper proposes the constant execution time multiple human detection system. The human detection from video sequence is important in a monitoring camera system and a robot vision. It is important not to change the execution time in human detection system regardless number of persons. In this paper, the feature amount of an image was calculated by using Higher-Order Local Auto Correlation (HLAC) in video sequence. HLAC has position invariability and additivity. We verify the human detection rate and the execution time by the number of persons. We show the system do not change the execution time in multiple human detection.
  • Keywords
    image sequences; object detection; video signal processing; HLAC; constant execution time multiple human detection system; constant execution time multiple human detector; higher-order local auto correlation; monitoring camera system; robot vision; video sequence; Cameras; Correlation; Detectors; Humans; Monitoring; Principal component analysis; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Intelligent Mechatronics (AIM), 2011 IEEE/ASME International Conference on
  • Conference_Location
    Budapest
  • ISSN
    2159-6247
  • Print_ISBN
    978-1-4577-0838-1
  • Type

    conf

  • DOI
    10.1109/AIM.2011.6027089
  • Filename
    6027089