2014
DOI: 10.1007/978-3-319-01571-2_16
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Scalable Spatio-temporal Analysis on Distributed Camera Networks

Abstract: Technological advances and the low cost of sensors enable the deployment of large-scale camera networks in airports and metropolises. A wellknown technique, called spatio-temporal analysis, enables detecting anomalies such as an individual entering into a restricted area without permission. Spatio-temporal analysis requires a large amount of system resources to infer locations of occupants in real-time. In particular, state update becomes a bottleneck due to computation and communication overhead to update pos… Show more

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