2018
Conference article  Open Access

A wireless smart camera network for parking monitoring

Amato G., Bolettieri P., Carrara F., Ciampi L., Gennaro C., Leone G. R., Moroni D., Pieri G., Vairo C.

Wireless sensor network  Deep learning  Smart camera  Parking monitoring  Embedded vision sensors 

In this paper we present a Wireless Sensor Network (WSN), which is intended to provide a scalable solution for active cooperative monitoring of wide geographical areas. The system is designed to use different smart-camera prototypes: where the connection to the power grid is available a powerful embedded hardware implements a Deep Neural Network, otherwise a fully autonomous energy-harvesting node based on a low-energy custom board employs lightweight image analysis algorithms. Parking lots occupancy monitoring in the historical city of Lucca (Italy) is the application where the implemented smart cameras have been deployed. Traffic monitoring and surveillance are possible new scenarios for the system.

Source: 2018 IEEE Globecom Workshops (GC Workshops), Abu Dhabi, United Arab Emirates, United Arab Emirates, 9-13 December 2018

Publisher: IEEE, New York, USA

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BibTeX entry
@inproceedings{oai:it.cnr:prodotti:401115,
	title = {A wireless smart camera network for parking monitoring},
	author = {Amato G. and Bolettieri P. and Carrara F. and Ciampi L. and Gennaro C. and Leone G. R. and Moroni D. and Pieri G. and Vairo C.},
	publisher = {IEEE, New York, USA},
	doi = {10.1109/glocomw.2018.8644226},
	booktitle = {2018 IEEE Globecom Workshops (GC Workshops), Abu Dhabi, United Arab Emirates, United Arab Emirates, 9-13 December 2018},
	year = {2018}
}

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