The objective of the CyberScout project is to develop an autonomous surveillance and reconnaissance system. In this paper, we focus on advances in vision-based surveillance agents for detection, scene mosaicing, classification and correspondence. An agent-based software framework is used to promote synergy between the various surveillance algorithms and provide a distributed computing infrastructure for the system.
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