• DocumentCode
    2690844
  • Title

    Automatic scheduling of CCTV camera views using a human-centric approach

  • Author

    Atrey, Pradeep K. ; Hossain, M. Anwar ; El Saddik, Abdulmotaleb

  • Author_Institution
    Sch. of Inf. Technol. & Eng., Univ. of Ottawa, Ottawa, ON
  • fYear
    2008
  • fDate
    June 23 2008-April 26 2008
  • Firstpage
    325
  • Lastpage
    328
  • Abstract
    In large scale surveillance systems, a number of CCTV cameras are installed in distributed premises and are connected to a central control station, where human operators observe the different camera views for identifying a probable security breach. In such situations, it is particularly difficult for the operator to pay attention to all camera views. Studies have shown that a human operator can effectively monitor only four camera views at a time. This paper attempts to solve the problem of dynamically selecting and scheduling the four best CCTV views. We adopt a human-centric approach in which the system computes the operatorpsilas attention in the CCTV views to automatically determine the importance of events captured by the respective cameras. The experiments show that the proposed method helps a human operator in identifying important events occuring in the environment.
  • Keywords
    closed circuit television; scheduling; video cameras; video surveillance; CCTV camera views; automatic scheduling; central control station; human-centric approach; large scale surveillance system; large scale surveillance systems; security breach identification; Automatic control; Cameras; Centralized control; Control systems; Humans; Large-scale systems; Monitoring; Processor scheduling; Security; Surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2008 IEEE International Conference on
  • Conference_Location
    Hannover
  • Print_ISBN
    978-1-4244-2570-9
  • Electronic_ISBN
    978-1-4244-2571-6
  • Type

    conf

  • DOI
    10.1109/ICME.2008.4607437
  • Filename
    4607437