Publications

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Paolanti M, Romeo L, Martini M, Mancini A, Frontoni E, Zingaretti P.  2019.  Robotic retail surveying by deep learning visual and textual data. Robotics and Autonomous Systems. 118:179–188.
Patrini I, Ruperti M, Moccia S, Mattos LS, Frontoni E, De Momi E.  2020.  Transfer learning for informative-frame selection in laryngoscopic videos through learned features. Medical & Biological Engineering & Computing.
Penza V, Moccia S, De Momi E, Mattos LS.  2020.  Enhanced Vision to Improve Safety in Robotic Surgery. Handbook of Robotic and Image-Guided Surgery.
Pierdicca R, Frontoni E, Zingaretti P, Malinverni ESavina, Colosi F., Orazi R..  2015.  Making visible the invisible. Augmented reality visualization for 3D reconstructions of archaeological sites. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9254:25-37.
Pierdicca R, Frontoni E, Zingaretti P, Mancini A, Malinverni ESavina, Tassetti A N, Marcheggiani E, Galli A.  2016.  Smart maintenance of riverbanks using a standard data layer and Augmented Reality. Computers & Geosciences. 95:67–74.
Pierdicca R, Malinverni ESavina, Frontoni E, Colosi F., Orazi R..  2016.  3D visualization tools to explore ancient architectures in South America. Virtual Archaeology Review. 7:44–53.
Pierdicca R, Frontoni E, Zingaretti P, Malinverni ESavina, Galli A, Marcheggiani E, Costa CSmaniotto.  2016.  Cyberarchaeology: improved way findings for archaeological parks through mobile augmented reality. International Conference on Augmented Reality, Virtual Reality and Computer Graphics. :172–185.
Pierdicca R, Frontoni E, Zingaretti P, Sturari M, Clini P, Quattrini R..  2015.  Advanced interaction with paintings by augmented reality and high resolution visualization: A real case exhibition. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9254:38-50.
Pierdicca R, Frontoni E, Malinverni ESavina, Colosi F., Orazi R..  2016.  Virtual reconstruction of archaeological heritage using a combination of photogrammetric techniques: Huaca Arco Iris, Chan Chan, Peru. Digital Applications in Archaeology and Cultural Heritage. 3:80–90.
Pierdicca R, Liciotti D, Contigiani M, Frontoni E, Mancini A, Zingaretti P.  2015.  Low cost embedded system for increasing retail environment intelligence. Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on. :1–6.
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Raspa P., Frinconi L., Mancini A, Cavalletti M., Longhi S, Fulimeni L., Bellesi P., Isidori R..  2010.  Selection of Lithium cells for EV battery pack using self organizing maps. EVS 2010 - Sustainable Mobility Revolution: 25th World Battery, Hybrid and Fuel Cell Electric Vehicle Symposium and Exhibition.
Romeo L, Cavallo A, Pepa L, Berthouze N, Pontil M.  2019.  Multiple instance learning for emotion recognition using physiological signals. IEEE Transactions on Affective Computing.
Romeo L, Loncarski J, Paolanti M, Bocchini G, Mancini A, Frontoni E.  2020.  Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0. Expert Systems with Applications. 140:112869.
Romeo L, Armentano G, Nicolucci A, Vespasiani M, Vespasiani G, Frontoni E.  2020.  A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20}.
Rosati R., Romeo L., Goday C.A, Menga T., Frontoni E..  2020.  Machine Learning in Capital Markets: Decision Support System for Outcome Analysis. IEEE Access. 8:109080-109091.
Rosati R, Romeo L, Silvestri S, Marcheggiani F, Tiano L, Frontoni E.  2020.  Faster R-CNN approach for detection and quantification of DNA damage in comet assay images. Computers in Biology and Medicine. 123:103912.
Rossi L., Belli A., De Santis A., Diamantini C., Frontoni E, Gambi E., Palma L., Pernini L., Pierleoni P., Potena D. et al..  2014.  Interoperability issues among smart home technological frameworks. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
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Sturari M, Catani L, Mancini A, Frontoni E.  2016.  An integrated mobility system using real-time data for traffic simulation. Mechatronic and Embedded Systems and Applications (MESA), 2016 12th IEEE/ASME International Conference on. :1–6.
Sturari M, Frontoni E, Pierdicca R, Mancini A, Malinverni ESavina, Tassetti A N, Zingaretti P.  2017.  Integrating elevation data and multispectral high-resolution images for an improved hybrid Land Use/Land Cover mapping. European Journal of Remote Sensing. 50:1–17.
Sturari M, Liciotti D, Pierdicca R, Frontoni E, Mancini A, Contigiani M, Zingaretti P.  2016.  Robust and affordable retail customer profiling by vision and radio beacon sensor fusion. Pattern Recognition Letters. :-.
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Tascini G, Zingaretti P.  1994.  Image sequence recognition. Proceedings of SPIE - The International Society for Optical Engineering. 2308:838-847.
Tascini G, Puliti P, Zingaretti P.  1993.  Handwritten character recognition using background analysis. Proceedings of SPIE - The International Society for Optical Engineering. 1906:126-133.
Tascini G, Carbonaro A., Zingaretti P.  1998.  Unauthorized access identification in restricted areas. Proceedings of SPIE - The International Society for Optical Engineering. 3364:278-286.
Tascini G, Zingaretti P.  1994.  Attraction based recognition. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 3:2378-2383.
Tascini G, Zingaretti P.  1995.  Model attraction in medical image object recognition. Proceedings of SPIE - The International Society for Optical Engineering. 2436:18-29.

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