Title :
An Agent-Based Approach to Understand Events in Surveillance Environments
Author :
Vallejo, D. ; Villanueva, Felix Jesus ; Garcia, Luis Miguel ; Gonzalez, Christopher ; Albusac, J.
Author_Institution :
Fac. of Comput., Univ. of Castilla-La Mancha, Ciudad Real, Spain
Abstract :
Intelligent surveillance aims at providing artificial systems in order to monitor and improve the security of public and private spaces. Since these environments are complex and the information is distributed through them, agent-based solutions represent a good approach when monitoring moving objects. This paper describes how an existing agent platform has been adopted and used to carry out intelligent surveillance. Within this context, agents implement a behavior-based model that is flexible enough to deal with the challenges that the surveillance tasks pose. The experimental results show how this agent-based approach can contribute to understand events in urban traffic environments.
Keywords :
image motion analysis; multi-agent systems; road traffic; traffic engineering computing; video signal processing; video surveillance; agent-based approach; behavior-based model; intelligent surveillance; moving objects monitoring; surveillance environments; urban traffic environments; Artificial intelligence; Cameras; Hidden Markov models; Surveillance; Vehicles; Visualization; event understanding; intelligent surveillance; software agents;
Conference_Titel :
Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013 IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4799-2902-3
DOI :
10.1109/WI-IAT.2013.159