Title :
Visual behavior analysis tool for consumer video surveillance
Author :
Zin, Thi Thi ; Tin, Pyke ; Toriu, Takashi ; Hama, Hiromitsu
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
Abstract :
Consumers video surveillance systems are now being used not only for security reasons but also for better understanding consumer behaviors. In this paper, we propose a new visual behavior analysis tool for consumer video surveillance systems. This tool can be embedded in consumer videos to automatically detect and analyze unusual events. The proposed tool is developed by using a special type of Gamma Markov chain for background modeling and Petri Nets for object classification. We present some experimental results to show the effectiveness of the proposed system which will be leading to new visual behavior analysis tools for the consumers.
Keywords :
Markov processes; Petri nets; consumer behaviour; video surveillance; Gamma Markov chain; Petri nets; background modeling; consumer behaviors; consumers video surveillance systems; security; visual behavior analysis tool; Educational institutions; Hidden Markov models; Markov processes; Petri nets; Video surveillance; Visualization; behavior analysis tool; consumer video surveillance; embedded system;
Conference_Titel :
Consumer Electronics (GCCE), 2012 IEEE 1st Global Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4673-1500-5
DOI :
10.1109/GCCE.2012.6379963