Networked Multimedia Information Systems Laboratory

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Fabio Carrara

Doctoral Student
E-mail: fabio.carrara@isti.cnr.it
Telephone: +39 050 315 2040
Fax: +39 050 315 3464
Deep Learning
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ADA
Automatic Data and Documents Analysis to Enhance Human-based Processes
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Smart News
Social sensing for breakingnews

Journal articles

   2017
1Amato G., Carrara F., Falchi F., Gennaro C., Meghini C., Vairo C. Deep learning for decentralized parking lot occupancy detection. In: Expert Systems with Applications, vol. 72 (April 2017) pp. 327 - 334. [Online First 29 Octover 2016] Elsevier, 2017.        

Proceedings

   2016
1Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Car parking occupancy detection using smart camera networks and Deep Learning. In: ISCC 2016 - IEEE Symposium on Computers and Communication (Messina, Italy, 27-30 June 2016). Proceedings, pp. 1212 - 1217. IEEE, 2016.        

   2015
2Carrara F., Amato G., Falchi F., Gennaro C. Efficient foreground-background segmentation using local features for object detection. In: ICDSC'15 - 9th International Conference on Distributed Smart Cameras (Seville, Spain, 8-11 September 2015). Proceedings, pp. 175 - 180. ACM, 2015.        
3Carrara F., Falchi F., Gennaro C. Semiautomatic learning of 3D objects from video streams. In: SISAP 2015 - Similarity Search and Applications. 8th International Conference (Glasgow, UK, 12-14 October 2015). Proceedings, pp. 217 - 228. Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro (eds.). (Lecture Notes in Computer Science, vol. 9371). Springer, 2015.        

Technical reports

   2016
1Banterle F., Barsocchi P., Candela L., Carlini E., Carrara F., Cassarà P., Ciancia V., Cintia P., Dellepiane M., Esuli A., Gabrielli L., Germanese D., Girardi M., Girolami M., Kavalionak H., Lonetti F., Lulli A., Moreo Fernandez A., Moroni D., Nardini F. M., Monteiro De Lira V. C., Palumbo F., Pappalardo L., Pascali M. A., Reggiannini M., Righi M., Rinzivillo S., Russo D., Siotto E., Villa A. ProgettISTI 2016. Technical report, 2016.  
2Carrara F., Esuli A., Fagni T., Falchi F., Moreo Fernandez A. Picture it in your mind: generating high level visual representations from textual descriptions. Technical report, 2016.     

   2015
3Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Smart Area CNR Pisa - Smart parking - Technical Report. Technical report, 2015.  
4Amato G., Carrara F., Falchi F., Gennaro C., Vairo C. Using convolutional neural networks for car parking occupancy monitoring. Technical report, 2015.  
5Carrara F., Amato G., Falchi F., Gennaro C. Efficient Foreground-Background Segmentation using Local Features for Object Detection. Technical report, 2015.