Prof. Roberto Vezzani

Homepage:

http://personale.unimore.it/Rubrica/dettaglio/rvezzani

Position at AImageLab:

Associate Professor
Dipartimento d'Ingegneria "Enzo Ferrari"

Email:

roberto_DOT_vezzani_AT_unimore_DOT_it

Phone:

Tel +39-059-2056171

ORCID:

0000-0002-1046-6870

Roberto Vezzani

Roberto Vezzani graduated in Computer Engineering in 2002 and received his PhD course in Information Engineering in 2007 at the University of Modena and Reggio Emilia, Italy.
Since 2016 is Associate Professor at the Dipartimento di Ingegneria "Enzo Ferrari" of the University of Modena and Reggio Emilia.

His research interests mainly belong to video surveillance systems, with particular focus on head, hand and body pose estimation, vision based HCI. He is also specializing in IoT, tinyML and multi-sensory systems, ranging from thermal cameras, depth, events to sensors.

He is author of about 120 papers published on international journals and conference proceedings.

Research Projects

Research Activities

Publications

1	Rossi, Daniel; Borghi, Guido; Vezzani, Roberto "TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios" In Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Tucson (Arizona), pp. 376 -385 , 28/02/2025, 2025 Conference
2	Simoni, A.; Marchetti, F.; Borghi, G.; Becattini, F.; Seidenari, L.; Vezzani, R.; Del Bimbo, A. "3D Pose Nowcasting: Forecast the future to improve the present" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 251, pp. 1 -12 , 2025 \| DOI: 10.1016/j.cviu.2024.104233 Journal
3	DI NUCCI, Davide; Simoni, Alessandro; Tomei, Matteo; Ciuffreda, Luca; Vezzani, Roberto; Cucchiara, Rita "KRONC: Keypoint-based Robust Camera Optimization for 3D Car Reconstruction" Proceedings of ECCVW 2024, Milan, 29/09/2024, 2024 Conference
4	Simoni, A.; Borghi, G.; Garattoni, L.; Francesca, G.; Vezzani, R. "D-SPDH: Improving 3D Robot Pose Estimation in Sim2Real Scenario via Depth Data" IEEE ACCESS, vol. 12, pp. 166660 -166673 , 2024 \| DOI: 10.1109/ACCESS.2024.3492812 Journal
5	Simoni, Alessandro "Dalle immagini allo spazio 3D: il ruolo dei punti chiave semantici per la percezione 3D" 2024 Other
6	Di Nucci, D.; Simoni, A.; Tomei, M.; Ciuffreda, L.; Vezzani, R.; Cucchiara, R. "CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components" Image Analysis and Processing – ICIAP 2023, vol. 14234 LNCS, Udine, pp. 99 -110 , September 11–15, 2023, 2023 \| DOI: 10.1007/978-3-031-43153-1_9 Conference
7	Daoudi, Mohamed; Vezzani, Roberto; Borghi, Guido; Ferrari, Claudio; Cornia, Marcella; Becattini, Federico; Pilzer, Andrea "Computer Vision in Human Analysis: From Face and Body to Clothes" SENSORS, vol. 23, pp. 0 -2 , 2023 \| DOI: 10.3390/s23125378 Journal
8	D'Eusanio, A.; Simoni, A.; Pini, S.; Borghi, G.; Vezzani, R.; Cucchiara, R. "Depth-based 3D human pose refinement: Evaluating the refinet framework" PATTERN RECOGNITION LETTERS, vol. 171, pp. 185 -191 , 2023 \| DOI: 10.1016/j.patrec.2023.03.005 Journal
9	Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps" IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 7, pp. 11569 -11576 , 2022 \| DOI: 10.1109/LRA.2022.3193225 Journal
10	D'Eusanio, A.; Pini, S.; Borghi, G.; Simoni, A.; Vezzani, R. "Unsupervised Detection of Dynamic Hand Gestures from Leap Motion Data" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13231, ita, pp. 414 -424 , 2022, 2022 \| DOI: 10.1007/978-3-031-06427-2_35 Conference
11	Pini, Stefano "Tecniche di Visione Artificiale per l'Interazione Uomo-Veicolo" 2022 Other
12	Simoni, Alessandro; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Multi-Category Mesh Reconstruction From Image Collections" 2021 International Conference on 3D Vision (3DV), Online, pp. 1321 -1330 , 1-3 December 2021, 2021 \| DOI: 10.1109/3DV53792.2021.00139 Conference
13	Caputo, Ariel; Giacchetti, Andrea; Soso, Simone; Pintani, Deborah; D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Simoni, Alessandro; Vezzani, Roberto; Cucchiara, Rita; Ranieri, Andrea; Giannini, Franca; Lupinetti, Katia; Monti, Marina; Maghoumi, Mehran; LaViola Jr, Joseph; Le, Minh-Quan; Nguyen, Hai-Dang; Tran, Minh-Triet "SHREC 2021: Skeleton-based hand gesture recognition in the wild" Computers & Graphics Journal, COMPUTERS & GRAPHICS, vol. 99, Online, pp. 201 -211 , 2.3 September 2021, 2021 \| DOI: 10.1016/j.cag.2021.07.007 Journal
14	Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Video Frame Synthesis combining Conventional and Event Cameras" INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, vol. 35, pp. 1 -25 , 2021 \| DOI: 10.1142/S0218001421600132 Journal
15	Bergamini, L.; Pini, S.; Simoni, A.; Vezzani, R.; Calderara, S.; Eath, R. B. D.; Fisher, R. B. "Extracting accurate long-term behavior changes from a large pig dataset" Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021), vol. 5, Online, pp. 524 -533 , 8-10 February 2021, 2021 \| DOI: 10.5220/0010288405240533 Conference
16	Simoni, Alessandro; D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Improving Car Model Classification through Vehicle Keypoint Localization" Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021), vol. 5, Online, pp. 354 -361 , 8-10 February 2021, 2021 \| DOI: 10.5220/0010207803540361 Conference
17	Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Maltoni, Davide; Cucchiara, Rita "A Systematic Comparison of Depth Map Representations for Face Recognition" SENSORS, vol. 21, pp. 1 -18 , 2021 \| DOI: 10.3390/s21030944 Journal
18	D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "RefiNet: 3D Human Pose Refinement with Depth Maps" Proceedings of the 25th International Conference of Pattern Recognition, Milan, pp. 2320 -2327 , 10-15 January 2021, 2021 \| DOI: 10.1109/ICPR48806.2021.9412451 Conference
19	Borghi, Guido; Fabbri, Matteo; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Face-from-Depth for Head Pose Estimation on Depth Images" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 42, pp. 596 -609 , 2020 \| DOI: 10.1109/TPAMI.2018.2885472 Journal
20	D'Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "A Transformer-Based Network for Dynamic Hand Gesture Recognition" 2020 International Conference on 3D Vision (3DV 2020), Online, pp. 623 -632 , 25-28 November 2020, 2020 \| DOI: 10.1109/3DV50981.2020.00072 Conference
21	D'Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Multimodal Hand Gesture Classification for the Human-Car Interaction" INFORMATICS, vol. 7, pp. 1 -16 , 2020 \| DOI: 10.3390/informatics7030031 Journal
22	Pini, Stefano; D'Eusanio, Andrea; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive" Proceedings of the International Joint Conference on Biometrics (IJCB), Houston, September 28 - October 1, 2020, 2020 \| DOI: 10.1109/IJCB48548.2020.9304903 Conference
23	Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras" Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Valletta (Malta), pp. 37 -47 , 27-29 February 2020, 2020 \| DOI: 10.5220/0008934700370047 Conference
24	Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Mercury: a vision-based framework for Driver Monitoring" Proceedings of the 3rd International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI 2020), Modena, Italy, 19-21 February 2020, 2020 \| DOI: 10.1007/978-3-030-39512-4_17 Conference
25	Borghi, Guido; Pini, Stefano; Grazioli, Filippo; Vezzani, Roberto; Cucchiara, Rita "Face Verification from Depth using Privileged Information" Proceedings of the 29th British Machine Vision Conference (BMVC), Northumbria University, gbr, 3-6 September 2018, 2019 Conference
26	Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Driver Face Verification with Depth Maps" SENSORS, pp. 19 -3361 , 2019 \| DOI: 10.3390/s19153361 Journal
27	Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Video synthesis from Intensity and Event Frames" Proceedings of the 20th International Conference on Image Analysis and Processing, Trento, Italy, 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30642-7_28 Conference
28	D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Manual Annotations on Depth Maps for Human Pose Estimation" Proceedings of the 20th International Conference on Image Analysis and Processing, Trento, Italia, 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30642-7_21 Conference
29	Manganaro, Fabio; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Hand Gestures for the Human-Car Interaction: the Briareo dataset" Proceedings of the 20th International Conference on Image Analysis and Processing, vol. 11752, Trento, Italy, pp. 560 -571 , 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30645-8_51 Conference
30	Caputo, F. M.; Burato, S.; Pavan, G.; Voillemin, T.; Wannous, H.; Vandeborre, J. P.; Maghoumi, M.; Taranta, E. M.; Razmjoo, A.; J. J. LaViola Jr., ; Manganaro, Fabio; Pini, S.; Borghi, G.; Vezzani, R.; Cucchiara, R.; Nguyen, H.; Tran, M. T.; Giachetti, A. "SHREC 2019 Track: Online Gesture Recognition" Eurographics Workshop on 3D Object Retrieval, vol. 160897, Genova, pp. 93 -102 , 5-6 May 2019, 2019 \| DOI: 10.2312/3dor.20191067 Conference
31	Bergamini, Luca; Sposato, Mario; Peruzzini, Margherita; Vezzani, Roberto; Pellicciari, Marcello "Deep Learning-Based Method for Vision-Guided Robotic Grasping of Unknown Objects" Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0, vol. 7, pp. 281 -290 , 2018 \| DOI: 10.3233/978-1-61499-898-3-281 Conference
32	Pini, Stefano; Grazioli, Filippo; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Learning to Generate Facial Depth Maps" Proceedings of the 6th international conference on 3D Vision (3DV), Verona, 5-8 September, 2018 \| DOI: 10.1109/3DV.2018.00078 Conference
33	Fabbri, Matteo; Lanzi, Fabio; Calderara, Simone; Palazzi, Andrea; Vezzani, Roberto; Cucchiara, Rita "Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World" Proceedings of the 15th European Conference on Computer Vision (ECCV) 2018, vol. 11208, Munich (Germany), pp. 450 -466 , September, 8-14 2018, 2018 \| DOI: 10.1007/978-3-030-01225-0_27 Conference
34	Ballotta, Diego; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fully Convolutional Network for Head Detection with Depth Images" Proceedings of the 24th International Conference on Pattern Recognition (ICPR), Beijing (China), August, 20-24 2018, 2018 Conference
35	Fabbri, Matteo; Borghi, Guido; Lanzi, Fabio; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face" Proceedings of the 24th International Conference on Pattern Recognition (ICPR) 2018, Beijing (China), August , 20-24 2018, 2018 Conference
36	Borghi, Guido; Frigieri, Elia; Vezzani, Roberto; Cucchiara, Rita "Hands on the wheel: a Dataset for Driver Hand Detection and Tracking" Proceedings of the 8th International Workshop on Human Behavior Understanding (HBU), Xi'An, pp. 564 -570 , 15 May 2018, 2018 \| DOI: 10.1109/FG.2018.00090 Conference
37	Ballotta, Diego; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Head Detection with Depth Images in the Wild" Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), vol. 5, Funchal, Portugal, pp. 56 -63 , 27-29 January 2018, 2018 \| DOI: 10.5220/0006541000560063 Conference
38	Venturelli, Marco; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Deep Head Pose Estimation from Depth Data for In-car Automotive Applications" Proceedings of the 2nd International Workshop on Understanding Human Activities through 3D Sensors, vol. 10188, Cancun (Mexico), pp. 74 -85 , Dec 4 , 2016, 2018 \| DOI: 10.1007/978-3-319-91863-1_6 Conference
39	Borghi, Guido; Venturelli, Marco; Vezzani, Roberto; Cucchiara, Rita "POSEidon: Face-from-Depth for Driver Pose Estimation" Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2017-, Honolulu, Hawaii, pp. 5494 -5503 , July, 22-25, 2017, 2017 \| DOI: 10.1109/CVPR.2017.583 Conference
40	Borghi, Guido; Gasparini, Riccardo; Vezzani, Roberto; Cucchiara, Rita "Embedded Recurrent Network for Head Pose Estimation in Car" Proceedings of the 2017 IEEE Intelligent Vehicles Symposium, Redondo Beach CA, USA, June 11-14, 2017 Conference
41	Venturelli, Marco; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "From Depth Data to Head Pose Estimation: a Siamese approach" Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), vol. 5, Porto, Portugal, pp. 194 -201 , 27 february - 1 march, 2017, 2017 \| DOI: 10.5220/0006104501940201 Conference
42	Frigieri, Elia; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fast and Accurate Facial Landmark Localization in Depth Images for In-car Applications" Proceedings of the 19th International Conference on Image Analysis and Processing, Catania, pp. 539 -549 , 11-15 september 2017, 2017 \| DOI: 10.1007/978-3-319-68560-1_48 Conference
43	Grana, Costantino; Bolelli, Federico; Baraldi, Lorenzo; Vezzani, Roberto "YACCLAB - Yet Another Connected Components Labeling Benchmark" 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, pp. 3109 -3114 , Dec 4-8, 2016 \| DOI: 10.1109/ICPR.2016.7900112 Conference
44	Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fast gesture recognition with Multiple StreamDiscrete HMMs on 3D Skeletons" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, pp. 997 -1002 , Dec 4-8, 2016, 2016 \| DOI: 10.1109/ICPR.2016.7899766 Conference
45	BARALDI, LORENZO; GRANA, Costantino; BORGHI, GUIDO; VEZZANI, Roberto; CUCCHIARA, Rita "Shot, scene and keyframe ordering for interactive video re-use" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 \| DOI: 10.5220/0005768706260631 Conference
46	Baraldi, L.; Grana, C.; Borghi, G.; Vezzani, R.; Cucchiara, R. "Shot, scene and keyframe ordering for interactive video re-use" VISIGRAPP 2016 - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 2016, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 \| DOI: 10.5220/0005768706260631 Conference
47	Lombardi, Martino; Vezzani, Roberto; Cucchiara, Rita "Detection of Human Movements with Pressure Floor Sensors" Image Analysis and Processing — ICIAP 2015, LECTURE NOTES IN COMPUTER SCIENCE, vol. 9280, Genoa, Italy, pp. 620 -630 , 7-11 September 2015, 2015 \| DOI: 10.1007/978-3-319-23234-8_57 Conference
48	Vezzani, Roberto; Lombardi, Martino; Cucchiara, Rita "Automatic configuration and calibration of modular sensing floors" Proceedings of the 12th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Karlsruhe, Germany, pp. 1 -6 , 25-28 August 2015, 2015 \| DOI: 10.1109/AVSS.2015.7301799 Conference
49	Vezzani, Roberto; Lombardi, Martino; Pieracci, Augusto; Santinelli, Paolo; Cucchiara, Rita "A General-Purpose Sensing Floor Architecture for Human-Environment Interaction" ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS, vol. 5, pp. 1 -26 , 2015 \| DOI: 10.1145/2751566 Journal
50	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "Mapping Appearance Descriptors on 3D Body Models for People Re-identification" International Journal of Computer Vision, INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 111, pp. 345 -364 , 2015 \| DOI: 10.1007/s11263-014-0747-z Journal
51	Camurri, Marco; Vezzani, Roberto; Cucchiara, Rita "3D Hough transform for sphere recognition on point clouds" MACHINE VISION AND APPLICATIONS, vol. 25, pp. 1877 -1891 , 2014 \| DOI: 10.1007/s00138-014-0640-3 Journal
52	Manfredi, Marco; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Detection of static groups and crowds gathered in open spaces by texture classification" Pattern Recognition Letters, PATTERN RECOGNITION LETTERS, vol. 44, pp. 39 -48 , 2014 \| DOI: 10.1016/j.patrec.2013.11.001 Journal
53	Vezzani, Roberto; Cucchiara, Rita "Benchmarking for Person Re-identification" Person Re-Identification, ADVANCES IN COMPUTER VISION AND PATTERN RECOGNITION, vol. 56, pp. 333 -349 , 2014 \| DOI: 10.1007/978-1-4471-6296-4_16 Chapter in Book
54	Micheloni, C.; Velipasalar, S.; Vezzani, R. "Welcome message from the technical program committee chairs" Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014, ita, 2014, 2014 Conference
55	Lucchese, Claudio; Cucchiara, Rita; Lombardi, Martino; Pieracci, Augusto; Santinelli, Paolo; Vezzani, Roberto "Substrate for a sensitive floor and method for displaying loads on the substrate" 2014 Patent
56	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "Learning articulated body models for people re-identification" Proceedings of the 21st ACM international conference on Multimedia - MM '13, Barcelona, pp. 557 -560 , October 21-25, 2013, 2013 \| DOI: 10.1145/2502081.2502147 Conference
57	Lombardi, Martino; Pieracci, Augusto; Santinelli, Paolo; Vezzani, Roberto; Cucchiara, Rita "Sensing floors for privacy-compliant surveillance of wide areas" Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on, vol. 1, Krakow, Poland, pp. 105 -110 , 27-30 Aug. 2013, 2013 \| DOI: 10.1109/AVSS.2013.6636624 Conference
58	Vezzani, Roberto; Baltieri, Davide; Cucchiara, Rita "People reidentification in surveillance and forensics: a Survey" ACM COMPUTING SURVEYS, vol. 46, pp. 29:1 -29:37 , 2013 \| DOI: 10.1145/2543581.2543596 Journal
59	Iocchi, L.; Prati, A.; Vezzani, R. "Editorial to the 'pattern recognition and artificial intelligence for human behaviour analysis' special section" EXPERT SYSTEMS, vol. 30, Venezia, pp. 99 -100 , 4 November 2014through 7 November 2014, 2013 \| DOI: 10.1111/exsy.12010 Journal
60	Prati, A.; Vezzani, R.; Fornaciari, M.; Cucchiara, R. "Intelligent video surveillance as a service" Intelligent Multimedia Surveillance: Current Trends and Research, vol. 9783642415128, pp. 1 -16 , 2013 \| DOI: 10.1007/978-3-642-41512-8_1 Chapter in Book
61	Vezzani, Roberto; Cucchiara, Rita "Video surveillance online repository (ViSOR)" Proceedings of the 4th ACM Multimedia Systems Conference on - MMSys '13, Oslo - Norvegia, pp. 90 -95 , Feb. 27th, 2013, 2013 \| DOI: 10.1145/2483977.2483987 Conference
62	Lombardi, Martino; Pieracci, Augusto; Santinelli, Paolo; Vezzani, Roberto; Cucchiara, Rita "Human Behavior Understanding with Wide Area Sensing Floors" Lecture Notes in Computer ScienceHuman Behavior Understanding, vol. 8212, Barcelona, Spain, pp. 112 -123 , 22 October 2013, 2013 \| DOI: 10.1007/978-3-319-02714-2_10 Conference
63	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees" Computer Vision -- ECCV 2012, LECTURE NOTES IN COMPUTER SCIENCE, vol. 7576, Florence, ita, pp. 270 -283 , October 7-13, 2012, 2012 \| DOI: 10.1007/978-3-642-33715-4_20 Conference
64	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Intelligent Video Surveillance" Critical Infrastructure Security: Assessment, Prevention, Detection, Response, pp. 177 -189 , 2012 Chapter in Book
65	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "3DPes: 3D People Dataset for Surveillance and Forensics" Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding, vol. 1, Scottsdale, Arizona, USA, pp. 59 -64 , Nov 28 - Dec 1 2011, 2011 \| DOI: 10.1145/2072572.2072590 Conference
66	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita; A., Utasi; C., Benedek; T., Sziranyi "Multi-view people surveillance using 3D information" Proceedings of the 11th International Workshop on Visual Surveillance, Barcelona, esp, pp. 1817 -1824 , Nov, 2011, 2011 \| DOI: 10.1109/ICCVW.2011.6130469 Conference
67	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "SARC3D: a new 3D body model for People Tracking and Re-identification" Image Analysis and Processing – ICIAP 2011, LECTURE NOTES IN COMPUTER SCIENCE, vol. 6978, Ravenna, ita, pp. 197 -206 , Sept. 14-16, 2011 \| DOI: 10.1007/978-3-642-24085-0_21 Conference
68	Vezzani, Roberto; Grana, Costantino; Cucchiara, Rita "Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system" PATTERN RECOGNITION LETTERS, vol. 32, pp. 867 -877 , 2011 \| DOI: 10.1016/j.patrec.2010.11.003 Journal
69	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "3D Body Model Construction and Matching for Real Time People Re-Identification" Italian Chapter Conference, Genova, pp. 65 -71 , 18-19 Nov 2010, 2010 \| DOI: 10.2312/LocalChapterEvents/ItalChap/ItalianChapConf2010/065-071 Conference
70	Vezzani, Roberto; Cucchiara, Rita "Video Surveillance Online Repository (ViSOR): an integrated framework" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 50, pp. 359 -380 , 2010 \| DOI: 10.1007/s11042-009-0402-9 Journal
71	Vezzani, Roberto; Baltieri, Davide; Cucchiara, Rita "HMM Based Action Recognition with Projection Histogram Features" RECOGNIZING PATTERNS IN SIGNALS, SPEECH, IMAGES, AND VIDEOS, LECTURE NOTES IN COMPUTER SCIENCE, vol. 6388, Istanbul, tur, pp. 286 -293 , Aug 22, 2010, 2010 \| DOI: 10.1007/978-3-642-17711-8_29 Conference
72	Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita "Fast Background Initialization with Recursive Hadamard Transform" Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance AVSS 2010, Boston, Massachusetts, USA, pp. 165 -171 , 29 August-1 September 2010, 2010 \| DOI: 10.1109/AVSS.2010.43 Conference
73	Vezzani, Roberto; Cucchiara, Rita "Event Driven Software Architecture for Multi-camera and Distributed Surveillance Research Systems" Proceedings of Computer Vision and Pattern Recognition Workshops, San Francisco, pp. 1 -8 , 13-18 June 2010, 2010 \| DOI: 10.1109/CVPRW.2010.5543825 Conference
74	Vezzani, Roberto; Piccardi, Massimo; Cucchiara, Rita "An efficient Bayesian framework for on-line action recognition" Proceedings of the IEEE International Conference on Image Processing, Cairo, egy, pp. 3553 -3556 , November 7-11, 2009, 2009 \| DOI: 10.1109/ICIP.2009.5414340 Conference
75	Vezzani, Roberto; Baltieri, Davide; Cucchiara, Rita "Pathnodes integration of standalone Particle Filters for people tracking on distributed surveillance systems" Lecture Notes In Computer Science - Image Analysis and Processing – ICIAP 2009, vol. 5716, Vietri sul Mare, ita, pp. 404 -413 , 8 - 11 Settembre 2009, 2009 \| DOI: 10.1007/978-3-642-04146-4_44 Conference
76	Calderara, Simone; Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Statistical Pattern Recognition for Multi-Camera Detection, Tracking and Trajectory Analysis" Multi-Camera Networks: Concepts and Applications, Electrical Engineering, pp. 389 -413 , 2009 \| DOI: 10.1016/B978-0-12-374633-7.00018-5 Chapter in Book
77	Calderara, S.; Cucchiara, R.; Vezzani, R.; Prati, A. "Statistical pattern recognition for multi-camera detection, tracking, and trajectory analysis" Multi-Camera Networks: Principles and Applications, pp. 389 -413 , 2009 \| DOI: 10.1016/B978-0-12-374633-7.00018-5 Chapter in Book
78	M., Bertini; A., Del Bimbo; Serra, Giuseppe; C., Torniai; Cucchiara, Rita; Grana, Costantino; Vezzani, Roberto "Dynamic Pictorially Enriched Ontologies for Digital Video Libraries" IEEE MULTIMEDIA, vol. 16, pp. 42 -51 , 2009 \| DOI: 10.1109/MMUL.2009.25 Journal
79	Vezzani, Roberto; Cucchiara, Rita "Annotation Collection and Online Performance Evaluation for Video Surveillance: the ViSOR Project" Proceedings of AVSS2008, vol. 1, Santa Fe, New Mexico, pp. 227 -234 , 1-3 september 2008, 2008 \| DOI: 10.1109/AVSS.2008.31 Conference
80	Vezzani, Roberto; Cucchiara, Rita "AD-HOC: Appearance Driven Human tracking with Occlusion Handling" Proceedings of THEMIS 2008, vol. 1, Leeds, UK, pp. 9 -18 , 5 September 2008, 2008 Conference
81	Vezzani, Roberto; Calderara, Simone; Piccinini, Paolo; Cucchiara, Rita "Smoke detection in videosurveillance: the use of VISOR (Video Surveillance On-line Repository)" Proceedings of CIVR 2008, vol. 1, Niagara Falls, ON, usa, pp. 289 -298 , 7-9 July 2008, 2008 \| DOI: 10.1145/1386352.1386392 Conference
82	Vezzani, Roberto; Cucchiara, Rita "ViSOR: Video Surveillance On-line Repository for Annotation Retrieval" Proceedings of ICME 2008, vol. 1, Hannover, deu, pp. 1281 -1284 , 23-26 june 2008, 2008 \| DOI: 10.1109/ICME.2008.4607676 Conference
83	Grana, Costantino; Vezzani, Roberto; Borghesani, Daniele; Cucchiara, Rita "Compressed Domain Features Extraction for Shot Characterization" Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content, vol. 253, Genoa, ita, pp. 71 -80 , Dec 5, 2007 Conference
84	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "A Multi-Camera Vision System for Fall Detection and Alarm Generation" EXPERT SYSTEMS, vol. 24, pp. 334 -345 , 2007 \| DOI: 10.1111/j.1468-0394.2007.00438.x Journal
85	M., Bertini; A., Del Bimbo; C., Torniai; Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies" ICIAP 2007 Workshops, Modena, ita, pp. 160 -167 , Sep 14, 2007 \| DOI: 10.1109/ICIAPW.2007.43 Conference
86	Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Enhancing HSV Histograms with Achromatic Points Detection for Video Retrieval" Proceedings of the 6th ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, The Netherlands, pp. 302 -308 , Jul 9-11, 2007 \| DOI: 10.1145/1282280.1282327 Conference
87	Vezzani, Roberto; Cucchiara, Rita "Visor: Video Surveillance Online Repository" Proceedings of BMVA symposium on Security and surveillance: performance evaluation, vol. 1, London, UK, pp. - -- , 13 december 2007, 2007 Conference
88	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto; L., Benini; E., Farella; P., Zappi "Using a Wireless Sensor Network to Enhance Video Surveillance" JOURNAL OF UBIQUITOUS COMPUTING AND INTELLIGENCE, vol. 1 (2), pp. 1 -11 , 2007 Journal
89	Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features" Digital Libraries: Research and Development, vol. 4877, Pisa, ita, pp. 268 -277 , Feb 13-14, 2007 \| DOI: 10.1007/978-3-540-77088-6_26 Conference
90	Cucchiara, Rita; Grana, Costantino; Vezzani, Roberto "Semi-automatic Video Digital Library Annotation Tools" Post-proceedings of the Third Italian Research Conference on Digital Library Systems (IRCDL 2007), Padova, pp. 18 -21 , Jan 29-30, 2007 Conference
91	Cucchiara, Rita; Grana, Costantino; D., Bulgarelli; Vezzani, Roberto "A semi-automatic video annotation tool with MPEG-7 content collections" Eight IEEE International Symposium on Multimedia, San Diego, CA, USA, pp. 742 -745 , 2006, 2006 \| DOI: 10.1109/ISM.2006.12 Conference
92	Vezzani, Roberto; Cucchiara, Rita; A., Malizia; L., Cinque "3-D Virtual Environments on Mobile Devices for Remote Surveillance" Proceedings of AVSS 2006, vol. 1, Sidney, Australia, pp. 100 -104 , 22-24 November 2006, 2006 \| DOI: 10.1109/AVSS.2006.2 Conference
93	Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "University of Modena and Reggio Emilia at TRECVID 2006" 2006 TREC Video Retrieval Evaluation Notebook Papers and Slides, Gaithersburg, MD, USA, pp. - -- , Nov 13-14, 2006 Conference
94	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "A system for automatic face obscuration for privacy purposes" PATTERN RECOGNITION LETTERS, vol. 27, pp. 1809 -1815 , 2006 \| DOI: 10.1016/j.patrec.2006.02.018 Journal
95	Grana, Costantino; Vezzani, Roberto; Bulgarelli, Daniele; Gualdi, Giovanni; Cucchiara, Rita; M., Bertini; C., Torniai; A., Del Bimbo "PEANO: Pictorial Enriched Annotation of Video" Proceedings of the 14th ACM International Conference on Multimedia (ACM Multimedia 2006), Santa Barbara, CA, usa, pp. 793 -794 , Oct 23-27, 2006 \| DOI: 10.1145/1180639.1180812 Conference
96	Grana, Costantino; Vezzani, Roberto; Bulgarelli, Daniele; Cucchiara, Rita "MPEG-7 Pictorially Enriched Ontologies for Video Annotation" Atti della Seconda Conferenza Italiana sui Sistemi Intelligenti, Ancona, Italy, pp. - -- , Sep 27-29, 2006 Conference
97	A., Hakeem; Vezzani, Roberto; S., Shah; Cucchiara, Rita "Estimating Geospatial Trajectory of a Moving Camera" Proc. of International Conference on Pattern Recognition (ICPR 2006), vol. 2, Hong Kong, pp. 82 -87 , 20-24 Aug, 2006 \| DOI: 10.1109/ICPR.2006.499 Conference
98	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Advanced video surveillance with pan tilt zoom cameras" Proceeding of VS2006, vol. 1, Graz, Austria, pp. 49 -56 , 13 May 2006, 2006 Conference
99	Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "A Distributed Domotic Surveillance System" Intelligent Distributed Video Surveillance Systems, pp. 91 -120 , 2006 \| DOI: 10.1049/PBPC005E_ch4 Chapter in Book
100	Prati, Andrea; Vezzani, Roberto; L., Benini; E., Farella; P., Zappi "An Integrated Multi-Modal Sensor Network for Video Surveillance" Proceedings of VSSN 2005, vol. 1, Singapore, pp. 95 -102 , 11 November 2005, 2005 \| DOI: 10.1145/1099396.1099415 Conference
101	Cucchiara, R.; Prati, A.; Vezzani, R. "Posture Classification in a Multi-camera Indoor Environment" Proceedings of IEEE International Conference on Image Processing (ICIP 2005), vol. 1, Genova, ita, pp. 725 -728 , 11-14 Sept., 2005 \| DOI: 10.1109/ICIP.2005.1529853 Conference
102	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Making the home safer and more secure through visual surveillance" Proceedings of Measuring Behavior 2005, vol. 1, Wageningen, The Netherlands, pp. 172 -175 , 30 August - 2 September 2005, 2005 Conference
103	Calderara, Simone; Vezzani, Roberto; Prati, Andrea; Cucchiara, Rita "Entry Edge of Field of View for multi-camera tracking in distributed video surveillance" Proceedings of IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS2005), vol. 2005, Como, ita, pp. 93 -98 , 15-16 September 2005, 2005 \| DOI: 10.1109/AVSS.2005.1577249 Conference
104	Calderara, Simone; Prati, Andrea; Vezzani, Roberto; Cucchiara, Rita "Consistent labeling for multi-camera object tracking" IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS, vol. 3617, Cagliari, ita, pp. 1206 -1214 , SEP 06-08, 2005, 2005 \| DOI: 10.1007/11553595_148 Conference
105	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Ambient Intelligence for Security in Public Parks: the LAICA Project" Proceedings of ICDP 2005, vol. 1, London, gbr, pp. 139 -144 , 7-8 June 2005, 2005 \| DOI: 10.1049/ic:20050086 Conference
106	Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "Computer vision system for in-house video surveillance" IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING, vol. 152, pp. 242 -249 , 2005 \| DOI: 10.1049/ip-vis:20041215 Journal
107	Cucchiara, Rita; Vezzani, Roberto "Assessing Temporal Coherence for Posture Classification with Large Occlusions" Proceedings of Motion 2005, vol. 2, Breckenridge, CO, usa, pp. 269 -274 , 5-7 January 2005, 2005 \| DOI: 10.1109/ACVMOT.2005.22 Conference
108	Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "Probabilistic posture classification for human-behavior analysis" IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, vol. 35, pp. 42 -54 , 2005 \| DOI: 10.1109/TSMCA.2004.838501 Journal
109	Cucchiara, Rita; Grana, Costantino; Tardini, Giovanni; Vezzani, Roberto "Probabilistic People Tracking for Occlusion Handling" Proceedings of the 17th International Conference on Pattern Recognition, vol. 1, Cambridge, gbr, pp. 132 -135 , Aug 23-26, 2004 \| DOI: 10.1109/ICPR.2004.1334025 Conference
110	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "An Intelligent Surveillance System for Dangerous Situation Detection in Home Environments" INTELLIGENZA ARTIFICIALE, vol. 1 (1), pp. 11 -15 , 2004 Journal
111	Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Tardini, Giovanni; Vezzani, Roberto "Using computer vision techniques for dangerous situation detection in domotic applications" IEE Symposium on Intelligent Distributed Surveillance Systems, Londra, pp. 1 -5 , Feb 23, 2004 Conference
112	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Real-time motion segmentation from moving cameras" REAL-TIME IMAGING, vol. 10, pp. 127 -143 , 2004 \| DOI: 10.1016/j.rti.2004.03.002 Journal
113	Cucchiara, Rita; Grana, Costantino; A., Prati; Vezzani, Roberto "Computer Vision Techniques for PDA Accessibility of In-House Video Surveillance" First ACM SIGMM international workshop on Video surveillance, Berkeley, California, pp. 87 -97 , Nov 2-8, 2003 \| DOI: 10.1145/982452.982464 Conference
114	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Domotics for disability: smart surveillance and smart video server" Proceedings of the Workshop on Ambient Intelligence, vol. 1, Pisa, pp. 46 -57 , 23-26 September, 2003 Conference
115	Cucchiara, Rita; Prati, Andrea; Vezzani, Roberto "Object Segmentation in Videos from Moving Camera with MRFs on Color and Motion Features" Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR2003), vol. 1, Madison, WI, usa, pp. 405 -410 , 16-22 June, 2003 Conference
116	Cucchiara, Rita; Grana, Costantino; A., Prati; Vezzani, Roberto "A Hough transform-based method for radial lens distortion correction" Proceedings of the 12th International Conference on Image Analysis and Processing, Mantova, ita, pp. 182 -187 , Sep 17-19, 2003 \| DOI: 10.1109/ICIAP.2003.1234047 Conference