Publications

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Journal Article
Fiorentino MChiara, Moccia S, Capparuccini M, Giamberini S, Frontoni E.  2020.  A regression framework to head-circumference delineation from US fetal images. Computer Methods and Programs in Biomedicine.
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.
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. :-.
Liciotti D, Bernardini M, Romeo L, Frontoni E.  2020.  A sequential deep learning application for recognising human activities in smart homes. Neurocomputing. 396:501–513.
Frontoni E, Marinelli F, Rosetti R, Zingaretti P.  2017.  Shelf space re-allocation for out of stock reduction. Computers & Industrial Engineering.
Liciotti D, Contigiani M, Frontoni E, Mancini A, Zingaretti P, Placidi V.  2014.  Shopper analytics: A customer activity recognition system using a distributed rgb-d camera network. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8811
Frontoni E, Mancini A, Zingaretti P, Malinverni ESavina, Pesaresi S.c, Biondi E.c, Pandolfi M.d, Marseglia M.e, Sturari M, Zabaglia C.g.  2014.  SIT-REM: An interoperable and interactive web geographic information system for fauna, flora and plant landscape data management. ISPRS International Journal of Geo-Information. 3:853-867.
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.
Calabrese M, Cimmino M, Fiume F, Manfrin M, Romeo L, Ceccacci S, Paolanti M, Toscano G, Ciandrini G, Carrotta A et al..  2020.  SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0. Information. 11:202.
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.
Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L.  2019.  TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records. Computers in Biology and Medicine. 112:103358.
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.
Cesetti A., Frontoni E, Mancini A, Zingaretti P, Longhi S.  2010.  A Vision-based guidance system for UAV navigation and safe landing using natural landmarks. Journal of Intelligent and Robotic Systems: Theory and Applications. 57:233-257.
Cocchioni F, Frontoni E, Ippoliti G., Longhi S, Mancini A, Zingaretti P.  2015.  Visual Based Landing for an Unmanned Quadrotor. Journal of Intelligent and Robotic Systems: Theory and Applications.
Cocchioni F, Frontoni E, Ippoliti G, Longhi S, Mancini A, Zingaretti P.  2016.  Visual Based Landing for an Unmanned Quadrotor. Journal of Intelligent & Robotic Systems. 84:511–528.
Cesetti A., Frontoni E, Mancini A, Ascani A., Zingaretti P, Longhi S.  2011.  A visual global positioning system for unmanned aerial vehicles used in photogrammetric applications. Journal of Intelligent and Robotic Systems: Theory and Applications. 61:157-168.
Luchetti G, Mancini A, Sturari M, Frontoni E, Zingaretti P.  2017.  Whistland: An Augmented Reality Crowd-Mapping System for Civil Protection and Emergency Management. ISPRS International Journal of Geo-Information. 6:41.

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