TY - GEN
T1 - MLBP
T2 - Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
AU - Meshulam, Ram
AU - Reches, Shulamit
AU - Yarden, Aner
AU - Kraus, Sarit
PY - 2006
Y1 - 2006
N2 - Security systems can observe and hear almost anyone everywhere. However, it is impossible to employ an adequate number of human experts to analyze the information explosion. In this paper we present an autonomous multi-agent framework which, as an input, obtains biometric information acquired at a set of locations. The framework aims in real-time to point out individuals who act according to a suspicious pattern across these locations. The system works in large-scale scenarios. We present a scenario to demonstrate the usefulness of the framework. The goal is to point out individuals who visited a sequence of airports using face recognition algorithms. Simulation results show a high overall accuracy of our system in real-time.
AB - Security systems can observe and hear almost anyone everywhere. However, it is impossible to employ an adequate number of human experts to analyze the information explosion. In this paper we present an autonomous multi-agent framework which, as an input, obtains biometric information acquired at a set of locations. The framework aims in real-time to point out individuals who act according to a suspicious pattern across these locations. The system works in large-scale scenarios. We present a scenario to demonstrate the usefulness of the framework. The goal is to point out individuals who visited a sequence of airports using face recognition algorithms. Simulation results show a high overall accuracy of our system in real-time.
KW - Cooperative distributed problem solving in agent systems
KW - Privacy
KW - Safety and security in agent systems
UR - http://www.scopus.com/inward/record.url?scp=34247200536&partnerID=8YFLogxK
U2 - 10.1145/1160633.1160828
DO - 10.1145/1160633.1160828
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AN - SCOPUS:34247200536
SN - 1595933034
SN - 9781595933034
T3 - Proceedings of the International Conference on Autonomous Agents
SP - 1095
EP - 1097
BT - Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems
Y2 - 8 May 2006 through 12 May 2006
ER -