Extraction of Traffic Information from Images at DEIS
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing
Smart City Components Architicture
CSSIM '09 Proceedings of the 2009 International Conference on Computational Intelligence, Modelling and Simulation
Traffic density-based discovery of hot routes in road networks
SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases
Towards mobility-based clustering
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Smart cities at the forefront of the future internet
The future internet
Big data platforms: What's next?
XRDS: Crossroads, The ACM Magazine for Students - Big Data
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A relevant aspect when evaluating the city smartness is related to the innovative approach to urban traffic management. We present a system called city kernel, designed to handle several subsystems, each addressing a specific sensor network and we describe an infrastructure for wide traffic control via a vision sensor network. This infrastructure consists of a network of smart cameras operating over an outdoor public lighting thanks to power line communication technology and equipped with a vehicle counting and classification algorithm. We discuss the deployment of this network on the city kernel and some related services exposed to urban actors.