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
Link To Document :
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