MONNET: Monitoring Pedestrians with a Network of Loosely-Coupled Cameras

MONNET is a visual surveillance system for tracking pedestrians over extended premises. The MONNET system is composed of intelligent nodes, which exchange information on the individually tracked pedestrians in an asynchronous manner. Each node in MONNET builds an appearance model for every observed pedestrian and compares it with models received from other nodes. The compact appearance models based on colour cues and face biometrics are stored locally on each node. The system is dynamically reconfigurable since its design allows for adding/removing nodes in a simple manner, comparable to the `plug and play' technology. MONNET also contains an optional `observer' node for interactive data visualization. This node displays a user interface which allows a human operator to observe and to interact in real-time with the distributed tracking process. MONNET was extensively tested with and without user input, and it is able to function correctly in both modes.

• Type: Conference
• Year: 2006
• Where: ICPR
• Authors: Alexandra Branzan Albu, André Zaccarin, Denis Laurendeau, Denis Ouellet, Frédéric Jean, France Laliberté, Helene Torresan, Langis Gagnon, Marc Parizeau, Nicolas Martel-Brisson, Patrick Hébert, Richard Drouin, Robert Bergevin, Stéphane Drouin, Sylvain Comtois, Xavier Maldague
• Keywords: Asynchronous Manner, Compact Appearance Models, Computer Vision, ICPR 2006, Intelligent Nodes