Publications

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2018
Liciotti D, Paolanti M, Pietrini R., Frontoni E, Zingaretti P.  2018.  Convolutional Networks for Semantic Heads Segmentation using Top-View Depth Data in Crowded Environment. 2018 24th International Conference on Pattern Recognition (ICPR). :1384-1389.
Paolanti M, Romeo L, Liciotti D, Cenci A, Frontoni E, Zingaretti P.  2018.  Person Re-Identification with RGB-D Camera in Top-View Configuration through Multiple Nearest Neighbor Classifiers and Neighborhood Component Features Selection. Sensors. 18:3471.
2017
Liciotti D, Frontoni E, Zingaretti P, Bellotto N, Duckett T.  2017.  HMM-based activity recognition with a ceiling RGB-D camera. ICPRAM (International Conference on Pattern Recognition Applications and Methods).
Liciotti D, Cenci A, Frontoni E, Mancini A, Zingaretti P.  2017.  An Intelligent RGB-D Video System for Bus Passenger Counting. Intelligent Autonomous Systems 14: Proceedings of the 14th International Conference IAS-14. :473–484.
Paolanti M, Liciotti D, Pietrini R., Mancini A, Frontoni E.  2017.  Modelling and Forecasting Customer Navigation in Intelligent Retail Environments. Journal of Intelligent & Robotic Systems. :1–16.
Cenci A, Liciotti D, Frontoni E, Zingaretti P, Carnielli VPaolo.  2017.  Movements Analysis of Preterm Infants by Using Depth Sensor. Proceedings of the 1st International Conference on Internet of Things and Machine Learning. :12:1–12:9.
Liciotti D, Paolanti M, Frontoni E, Mancini A, Zingaretti P.  2017.  Person Re-identification Dataset with RGB-D Camera in a Top-View Configuration. Video Analytics. Face and Facial Expression Recognition and Audience Measurement. 1
Liciotti D, Frontoni E, Mancini A, Zingaretti P.  2017.  Pervasive System for Consumer Behaviour Analysis in Retail Environments. Video Analytics. Face and Facial Expression Recognition and Audience Measurement. 2
2016
Cenci A, Liciotti D, Ercoli I, Zingaretti P, Carnielli VPaolo.  2016.  A cloud-based healthcare infrastructure for medical device integration: The bilirubinometer case study. 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA). :1–6.
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. :-.
2015
Liciotti D, Massi G, Frontoni E, Mancini A, Zingaretti P.  2015.  Human activity analysis for in-home fall risk assessment. Communication Workshop (ICCW), 2015 IEEE International Conference on. :284–289.
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.
Cenci A, Liciotti D, Frontoni E, Mancini A, Zingaretti P.  2015.  Non-Contact Monitoring of Preterm Infants Using RGB-D Camera. ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. :V009T07A003–V009T07A003.
2014
Liciotti D, Ferroni G., Frontoni E, Squartini S., Principi E., Bonfigli R., Zingaretti P, Piazza F.  2014.  Advanced integration of multimedia assistive technologies: A prospective outlook. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
Liciotti D, Zingaretti P, Placidi V.  2014.  An automatic analysis of shoppers behaviour using a distributed RGB-D cameras system. MESA 2014 - 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Conference Proceedings.
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