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http://hdl.handle.net/10071/5324
acessibilidade
Title: Video-Based Multi-Agent Traffic Surveillance System
Authors: Abreu, Bruno
Botelho, Luis
Andrea, Cavallaro
Douchamps, Damien
Ebrahimi, T.
Figueiredo, Pedro
Macq, Benoit
Mory, Benoit
Nunes, Luís
Orry, Javier
Trigueiros, Maria José
Violante, Ana
Keywords: Traffic Monitoring
Imaging and Vision Enhancement
Surveillance
Multi-Agent System
Issue Date: 18-Jul-2013
Abstract: This paper describes Monitorix, a video-based traffic surveillance multi-agent system. Monitorix agents are grouped in four tiers, according to the kind of information processing they perform: the sensors and effectors tier, the objective description tier, the application assistant tier, and the user assistant tier. The video analysis algorithms use an adaptive, data-driven, application independent approach to extract features from the video raw data. In spite of the diversity of agent tasks, adaptive learning algorithms are used in most cases. The integration of video analysis algorithms and agent technology is made via a special middle agent called Proxy. Monitorix is a fully decentralised multi-agent system living in a FIPA Platform and using FIPA Agent Communication Language. The Tracking of vehicles across non-overlapping cameras is performed by the Tracker agent, using a traffic model and learning algorithms that tune the model parameters.
Peer reviewed: Sim
URI: http://hdl.handle.net/10071/5324
Appears in Collections:CTI-CRI - Comunicações a conferências internacionais

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