• DocumentCode
    1726574
  • Title

    Constant execution time multiple human detectors regardless of target number increase based on CHLAC

  • Author

    Kitano, Y. ; Ding, M. ; Takemura, H. ; Mizoguchi, H.

  • Author_Institution
    Dept. of Mech. Eng., Tokyo Univ. of Sci., Chiba, Japan
  • fYear
    2011
  • Firstpage
    2658
  • Lastpage
    2663
  • 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 execution time in human detection system regardless number of persons. In this paper, the feature amount of an image was calculated by using Cubic Higher-Order Local Auto Correlation (CHLAC) in video sequence. CHLAC has position invariability and additivity. The proposed method can recognize a person and the other incoming things. 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 detectors.
  • Keywords
    image sequences; object detection; CHLAC; constant execution time multiple human detectors; cubic higher-order local auto correlation; monitoring camera system; person recognition; robot vision; video sequence; Cameras; Correlation; Humans; Monitoring; Principal component analysis; Robots; Video sequences; Additivity; CHLAC Feature; Execution time; Human detection; Position invariability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
  • Conference_Location
    Karon Beach, Phuket
  • Print_ISBN
    978-1-4577-2136-6
  • Type

    conf

  • DOI
    10.1109/ROBIO.2011.6181706
  • Filename
    6181706