Prof. Simone Calderara

Prof. Simone Calderara

Homepage:

http://personale.unimore.it/rubrica/dettaglio/calderara

Position at Imagelab:

Associate Professor
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Email:

calderara_DOT_simone_AT_unimore_DOT_it

Phone:

Tel +39-059-2056326 Fax +39-059-2056129

ORCID:

0000-0001-9056-1538

Simone Calderara

Simone Calderara obtained the Master degree in Computer Engineering in 2005 and Ph.D in ICT in 2009 at University of Modena and Reggio Emilia. He is formerly assistant Professor ING-INF 05 area 09 at the University of Modena and Reggio Emilia and he is member of the Department of Engineering Enzo Ferrari DIEF. During his academic career he focused on studying the application of pattern recognition and Machine learning to analyze and study people tracking and behavior in visual surveillance contexts. He worked on several national and international projects on this topic, such as the PRIN 2009 FreeSurf project and the EU project CIPS-JLS THIS on the analysis of people behavior in public hubs. He participated actively to the NATO Science for Peace Project BeSafe where he started an active collaboration with the Hebrew University of Jerusalem (HUJI). He was visiting researcher at the HUJI machine learning laboratory in November 2010. From 2006 he is member of Imagelab Computer Vision Group at Modena University and SOFTECH-ICT center of Modena University. He has participated actively in the organization of national and international events. In 2008 was local organizer of Intl. Conference of Image Analysis and Processing and in 2010 of the Short Spring School in Surveillance. In 2012 he was program chair of the First Workshop on Pattern Recognition and Crowd Analysis at ICPR 2012 Tsukuba, Japan From 2009 he has worked with the municipalities of Modena and Sassuolo Police as an expert of forensic imaging. He developed several technical reports on forensic image analysis for Modena’s court. From 2016 he is coordinating the UNIMORE research unit in the project COSMOS of the National Program PRIN 2016. He is currently the lecturer of the Pattern Recognition and Machine Learning course at DIEF. He wrote more than 50 original scientific works ranging from international conferences to journals and book chapters. The h-index of Dr. Calderara is 17 (source Scholar) and in the last 3 years received two best paper awards at IEEE International Conference on Advanced Video and Signal Based Surveillance AVSS in 2013 and 2015 for his contributions on tracking evaluation and group detection in crowd. In 2016 (jointly with Prof. Cucchiara, Prof. Grana and Dr. Baraldi) he was author of the award winning proposal for the Facebook AI project that granted a GPU server for machine learning and computer vision activities to the Imagelab Research Group @ UNIMORE.
His main research interests embrace structured learning, deep learning, computer vision and people tracking, applied to human behavior understanding and automotive.


Research Projects


Research Activities


Publications

1 Fulgeri, F.; Fabbri, M.; Alletto, S.; Calderara, S.; Cucchiara, R. "Can adversarial networks hallucinate occluded people with a plausible aspect?" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 182, pp. 71 -80 , 2019 | DOI: 10.1016/j.cviu.2019.03.007 Journal
2 Abati, Davide; Porrello, Angelo; Calderara, Simone; Cucchiara, Rita "Latent Space Autoregression for Novelty Detection" Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, 16-20 June 2019, 2019 Conference
3 Porrello, Angelo; Abati, Davide; Calderara, Simone; Cucchiara, Rita "Classifying Signals on Irregular Domains via Convolutional Cluster Pooling" Volume 89: International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Naha,Okinawa, Japan., Naha, Okinawa, Japan, Tuesday, 16 April 2019, 2019 Conference
4 Ferrari, Alberto; Bergamini, Luca; Guerzoni, Giorgio; Calderara, Simone; Bicocchi, Nicola; Vitetta, Giorgio; Borghi, Corrado; Neviani, Rita; Ferrari, Adriano "Gait-Based Diplegia Classification Using LSMT Networks" JOURNAL OF HEALTHCARE ENGINEERING, vol. 2019, pp. 1 -8 , 2019 | DOI: 10.1155/2019/3796898 Journal
5 Palazzi, Andrea; Abati, Davide; Calderara, Simone; Solera, Francesco; Cucchiara, Rita "Predicting the Driver's Focus of Attention: the DR(eye)VE Project" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 41, pp. 1 -1 , 2019 | DOI: 10.1109/TPAMI.2018.2845370 Journal
6 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, pp. 1 -1 , 2018 | DOI: 10.1109/TPAMI.2018.2885472 Journal
7 Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era" INTELLIGENZA ARTIFICIALE, vol. 12, pp. 161 -175 , 2018 | DOI: 10.3233/IA-170033 Journal
8 Bergamini, Luca; Porrello, Angelo; Capobianco Dondona, Andrea; Del Negro, Ercole; Mattioli, Mauro; DAlterio, Nicola; Calderara, Simone "Multi-views Embedding for Cattle Re-identification" The 14th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS, Las Palmas de Gran Canaria, Spain, 26-29 November 2018, 2018 Conference
9 Vezzali, Loris; Di Bernardo, Gian Antonio; Cadamuro, Alessia; Cocco, Veronica Margherita; Crapolicchio, Eleonora; Bicocchi, Nicola; Calderara, Simone; Giovannini, Dino; Zambonelli, Franco; Cucchiara, Rita "Using Kinect camera for investigating intergroup non-verbal human interactions" Abstract book IV workshop on Virtual Social Interactions, Londra, 17-18 dicembre 2018, 2018 Conference Abstract
10 Alletto, Stefano; Abati, Davide; Calderara, Simone; Cucchiara, Rita; Rigazio, Luca "Self-Supervised Optical Flow Estimation by Projective Bootstrap" IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pp. 1 -9 , 2018 | DOI: 10.1109/TITS.2018.2873980 Journal
11 Palazzi, Andrea; Bergamini, Luca; Calderara, Simone; Cucchiara, Rita "End-to-end 6-DoF Object Pose Estimation through Differentiable Rasterization" Proceedings of European Conference on Computer Vision Workshops, Munich, Germany, 8 - 14 September 2018, 2018 Conference
12 Di Bernardo, Gian Antonio; Vezzali, Loris; Giovannini, Dino; Palazzi, Andrea; Calderara, Simone; Bicocchi, Nicola; Zambonelli, Franco; Cucchiara, Rita; Cadamuro, Alessia; Cocco, Veronica Margherita "Comportamento non verbale intergruppi oggettivo: una replica dello studio di Dovidio, kawakami e Gaertner (2002)" XV Congresso Nazionale della Sezione di Psicologia Sociale dellAssociazione Italiana di Psicologia - Libro degli abstract, Bari, 19-21 settembre, 2018 Conference Abstract
13 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, Munich (Germany), September, 8-14 2018, 2018 Conference
14 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
15 Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era" AI*IA 2017 Advances in Artificial Intelligence, vol. 10640, Bari, Italy, pp. 387 -399 , November 14-17, 2017, 2017 | DOI: 10.1007/978-3-319-70169-1_29 Conference
16 Bergamini, Luca; Calderara, Simone; Bicocchi, Nicola; Ferrari, Alberto; Vitetta, Giorgio "Signal Processing and Machine Learning for Diplegia Classification" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), LECTURE NOTES IN COMPUTER SCIENCE, vol. 10590, ita, pp. 97 -108 , 2017, 2017 | DOI: 10.1007/978-3-319-70742-6_9 Conference
17 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "From Groups to Leaders and Back" Group and Crowd Behavior for Computer Vision, pp. 161 -182 , 2017 | DOI: 10.1016/B978-0-12-809276-7.00010-2 Chapter in Book
18 DI BERNARDO, GIAN ANTONIO; Vezzali, Loris; Palazzi, Andrea; Calderara, Simone; Bicocchi, Nicola; Zambonelli, Franco; Cucchiara, Rita; Cadamuro, Alessia "A new era in the study of intergroup nonverbal behaviour: Studying intergroup dyadic interactions online" 18th General Meeting of the European Association of Social Psychology, Granada, SPagna, 5-8 luglio 2017, 2017 Conference Abstract
19 Fabbri, Matteo; Calderara, Simone; Cucchiara, Rita "Generative Adversarial Models for People Attribute Recognition in Surveillance" Proceedings of the 14th IEEE International Conference on Advanced Video and Signal based Surveillance, Lecce, Italy, 29th August 1st September, 2017, 2017 Conference
20 Palazzi, Andrea; Borghi, Guido; Abati, Davide; Calderara, Simone; Cucchiara, Rita "Learning to Map Vehicles into Bird's Eye View" Proceedings of the 19th International Conference on Image Analysis and Processing, Catania, 11-15 september 2017, 2017 Conference
21 Palazzi, Andrea; Solera, Francesco; Calderara, Simone; Alletto, Stefano; Cucchiara, Rita "Learning Where to Attend Like a Human Driver" Proceedings of IEEE Intelligent Vehicles Symposium, Redondo Beach, CA, USA, pp. 920 -925 , 11-14 June 2017, 2017 Conference
22 Solera, Francesco; Calderara, Simone; Ristani, Ergys; Tomasi, Carlo; Cucchiara, Rita "Tracking social groups within and across cameras" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 27, pp. 441 -453 , 2017 | DOI: 10.1109/TCSVT.2016.2607378 Journal
23 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "Transductive People Tracking in Unconstrained Surveillance" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 26 (4), pp. 762 -775 , 2016 | DOI: 10.1109/TCSVT.2015.2416555 Journal
24 Barnard, Shanis; Calderara, Simone; Pistocchi, Simone; Cucchiara, Rita; Podaliri-Vulpiani, Michele; Messori, Stefano; Ferri, Nicola "Quick, accurate, smart: 3D computer vision technology helps assessing confined animals' behaviour" PLOS ONE, vol. 11, pp. 1 -11 , 2016 | DOI: 10.1371/journal.pone.0158748 Journal
25 Barnard, Shanis; Calderara, Simone; Pistocchi, Simone; Cucchiara, Rita; Podaliri Vulpiani, Michele; Messori, Stefano; Ferri, Nicola "Quick, accurate, smart: 3D computer vision technology helps assessing confined animals' behaviour" PLOS ONE, vol. 11, pp. 1 -20 , 2016 | DOI: 10.1371/journal.pone.0158748 Journal
26 Palazzi, Andrea; Calderara, Simone; Bicocchi, Nicola; Vezzali, Loris; Di Bernardo, Gian Antonio; Zambonelli, Franco; Cucchiara, Rita "Spotting prejudice with nonverbal behaviours" Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing 2016, Heidelberg, Germany, pp. 853 -862 , 12-16 September 2016, 2016 | DOI: 10.1145/2971648.2971703 Conference
27 Alletto, Stefano; Palazzi, Andrea; Solera, Francesco; Calderara, Simone; Cucchiara, Rita "DR(eye)VE: a Dataset for Attention-Based Tasks with Applications to Autonomous and Assisted Driving" IEEE Internation Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 2016, 2016 Conference
28 Solera, Francesco; Calderara, Simone; Cucchiara, Rita; "Socially Constrained Structural Learning for Groups Detection in Crowd" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 38 (5), pp. 995 -1008 , 2016 | DOI: 10.1109/TPAMI.2015.2470658 Journal
29 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Towards the evaluation of reproducible robustness in tracking-by-detection" AVSS 2015 : 12th IEEE International Conference on Advanced Video and Signal-Based Surveillance : August 25-28, 2015, Karlsruhe Institute of Technology & Fraunhofer IOSB, Karlsruhe, Germany, Karlsrhue (Germany), pp. 1 -6 , 25-28 August, 2015 | DOI: 10.1109/AVSS.2015.7301755 Conference
30 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "Active query process for digital video surveillance forensic applications" SIGNAL, IMAGE AND VIDEO PROCESSING, vol. 9, pp. 749 -759 , 2015 | DOI: 10.1007/s11760-013-0504-8 Journal
31 Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Cucchiara, Rita "Understanding social relationships in egocentric vision" PATTERN RECOGNITION, vol. 48, pp. 4082 -4096 , 2015 | DOI: 10.1016/j.patcog.2015.06.006 Journal
32 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Towards the evaluation of reproducible robustness in tracking-by-detection" Advanced Video and Signal Based Surveillance (AVSS), 2015 12th IEEE International Conference on, Karlsrhue Germany, pp. 1 -6 , 25-28 August, 2015 | DOI: 10.1109/AVSS.2015.7301755 Conference
33 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "Transductive People Tracking in Unconstrained Surveillance" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 99, pp. 1 -16 , 2015 | DOI: 10.1109/TCSVT.2015.2416555 Journal
34 Solera, Francesco; Calderara, Simone; Cucchiara, Rita; "Socially Constrained Structural Learning for Groups Detection in Crowd" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 99, pp. 1 -14 , 2015 | DOI: 10.1109/TPAMI.2015.2470658 Journal
35 Francesco, Solera; Simone, Calderara; Rita, Cucchiara "Learning to Divide and Conquer for Online Multi-Target Tracking" Proceedings of IEEE International Conference on Computer Vision (ICCV), Santiago Chile, Dec 11th-18th, 2015 Conference
36 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Learning to Divide and Conquer for Online Multi-Target Tracking" 2015 IEEE International Conference on Computer Vision, vol. 11-18-December-2015, Santiago (Chile), pp. 4373 -4381 , 11-18 December 2015, 2015 | DOI: 10.1109/ICCV.2015.497 Conference
37 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Learning to identify leaders in crowd" 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Boston USA, pp. 43 -48 , 7-12 June 2015, 2015 | DOI: 10.1109/CVPRW.2015.7301282 Conference
38 A. W. M. Smeulder;D. M. Chu;R. Cucchiara;S. Calderara;A. Dehghan;M. Shah "Visual Tracking: An Experimental Survey" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 36, pp. 1442 -1468 , 2014 | DOI: 10.1109/TPAMI.2013.230 Journal
39 Pistocchi, Simone; Calderara, Simone; Barnard, S.; Ferri, N.; Cucchiara, Rita "Kernelized Structural Classification for 3D Dogs Body Parts Detection" Pattern Recognition (ICPR), 2014 22nd International Conference on, Stockholm SWE, pp. 1993 -1998 , 24-28 Aug 2014, 2014 | DOI: 10.1109/ICPR.2014.348 Conference
40 Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Cucchiara, Rita "Head Pose Estimation in First-Person Camera Views" International Conference on Pattern Recognition, Stockholm, Sweden, 24-28 Aug. 2014, 2014 | DOI: 10.1109/ICPR.2014.718 Conference
41 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
42 Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Solera, Francesco; Cucchiara, Rita "From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views" 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops, Columbus, Ohio, 23-28 June 2014, 2014 | DOI: 10.1109/CVPRW.2014.91 Conference
43 M. Manfredi; C. Grana; S. Calderara; R. Cucchiara "A complete system for garment segmentation and color classification" MACHINE VISION AND APPLICATIONS, vol. 25, pp. 955 -969 , 2014 | DOI: 10.1007/s00138-013-0580-3 Journal
44 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Structured learning for detection of social groups in crowd" 2013 10th IEEE International Conference on Advanced Video and Signal-Based Surveillance : AVSS 2013 : August 27-30, 2013, Krakow, Poland, vol. 0, Krakov (PL), pp. 7 -12 , August 27-30 2013, 2013 | DOI: 10.1109/AVSS.2013.6636608 Conference
45 F. Solera;S. Calderara;R. Cucchiara "Structured learning for detection of social groups in crowd" Advanced Video and Signal Based Surveillance (AVSS), 2013, vol. 0, Cracovia Polonia, pp. 7 -12 , 27-30 Agosto 2013, 2013 Conference
46 Dalia Coppi;Simone Calderara;Rita Cucchiara "Active query process for digital video surveillance forensic applications" SIGNAL, IMAGE AND VIDEO PROCESSING, vol. 6, pp. 1 -11 , 2013 | DOI: 10.1007/s11760-013-0504-8 Journal
47 Francesco Solera;Simone Calderara "Social Groups Detection in Crowd through Shape-Augmented Structured LearningImage Analysis and Processing ICIAP 2013" Lecture Notes in Computer ScienceImage Analysis and Processing ICIAP 2013, vol. 8156, Napoli, pp. 542 -551 , 9-13 Settembre 2013, 2013 Conference
48 C. Grana; S. Calderara; D. Borghesani; R. Cucchiara "Learning Non-Target Items for Interesting Clothes Segmentation in Fashion Images" Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba Science City, Japan, pp. 3317 -3320 , Nov 11-15, 2012 Conference
49 S. Calderara;A. Prati;R. Cucchiara "Integrate tool for online analysis and offline mining of people trajectories" IET COMPUTER VISION, vol. 6, pp. 334 -347 , 2012 | DOI: 10.1049/iet-cvi.2010.0143 Journal
50 Simone Calderara;Rita Cucchiara "Understanding dyadic interactions applying proxemic theory on videosurveillance trajectories" 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Providence USA, pp. 20 -27 , 16-21 June 2012, 2012 Conference
51 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Integrate tool for online analysis and offline mining of people trajectories" IET COMPUTER VISION, vol. 6, pp. 334 -347 , 2012 | DOI: 10.1049/iet-cvi.2010.0143 Journal
52 D. Coppi; S. Calderara; R. Cucchiara "People appearance tracing in video by spectral graph transduction" Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on, Barcelona, Spain, pp. 920 -927 , Nov 13 2011, 2011 Conference
53 D. Coppi; S. Calderara; R. Cucchiara "Iterative active querying for surveillance data retrieval in crime detection and forensics" 4th International Conference on Imaging for Crime Detection and Prevention, ICDP-11., London, UK, pp. 216 -222 , 3-4 Nov. 2011, 2011 Conference
54 D. Coppi; S. Calderara; R. Cucchiara "Appearance tracking by transduction in surveillance scenarios" Advanced Video and Signal-Based Surveillance (AVSS), 2011 8th IEEE International Conference on, Klagenfurt, Austria, pp. 142 -147 , Aug. 30 2011, 2011 Conference
55 D. Borghesani; D. Coppi; C. Grana; S. Calderara; R. Cucchiara "Feature Space Warping Relevance Feedback with Transductive Learning" Advanced Concepts for Intelligent Vision Systems, vol. LNCS 6915, Ghent, Belgium, pp. 70 -81 , Aug 22-25, 2011 Conference
56 S. Calderara; P. Piccinini; R. Cucchiara "Vision based smoke detection system using image energy and color information" MACHINE VISION AND APPLICATIONS, vol. 22, pp. 705 -719 , 2011 Journal
57 S. Calderara; A. Prati; R. Cucchiara "Mixtures of von Mises Distributions for People Trajectory Shape Analysis" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 21(4), pp. 457 -471 , 2011 | DOI: 10.1109/TCSVT.2011.2125550 Journal
58 S. Calderara; A. Prati; R. Cucchiara "Markerless Body Part Tracking for Action Recognition" INTERNATIONAL JOURNAL OF MULTIMEDIA INTELLIGENCE AND SECURITY, vol. 1(1), pp. 76 -89 , 2011 Journal
59 Simone Calderara; Uri Heinemann; Andrea Prati; Rita Cucchiara; Naftali Tishby "Detecting Anomalies in Peoples Trajectories using Spectral Graph Analysis" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 115(8), pp. 1099 -1111 , 2011 | DOI: 10.1016/j.cviu.2011.03.003 Journal
60 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Alignment-based Similarity of People Trajectories using Semi-directional Statistics" 2010 20th international conference on Pattern Recognition: ICPR 2010, Istanbul ,Turkey, pp. 4275 -4278 , 23-26 August 2010, 2010 | DOI: 10.1109/ICPR.2010.1039 Conference
61 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Moving pixels in static cameras: detecting dangerous situations due to environment or people" Intelligent Multimedia Analysis for Security Applications, pp. 1 -28 , 2010 Chapter in Book
62 S. Calderara; A. Prati; R. Cucchiara "Alignment-based Similarity of People Trajectories using Semi-directional Statistics" Proceedings of International Conference on Pattern Recognition (IAPR ICPR 2010), Istanbul, Turkey, pp. 4275 -4278 , 23-26 Aug. 2010, 2010 Conference
63 S. Calderara; R. Cucchiara "People trajectory mining with statistical pattern recognition" Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on, San Francisco, USA, pp. 1 -8 , June 13 2010, 2010 Conference
64 S. Calderara; C. Alaimo; A. Prati; R. Cucchiara "A Real-Time System for Abnormal Path Detection" Proceedings of 3rd International Conference on Imaging for Crime Detection and Prevention (ICDP-09), London (UK), pp. 1 -6 , 3 December 2009, 2009 Conference
65 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Video surveillance and multimedia forensics: an application to trajectory analysis" Proceedings of the First ACM Workshop on Multimedia in Forensics, Beijing, China, pp. 13 -18 , 19-24 October 2009, 2009 | DOI: 10.1145/1631081.1631085 Conference
66 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Learning People Trajectories using Semi-directional Statistics" Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, Genoa, Italy, pp. 213 -218 , 2-4 September 2009, 2009 | DOI: 10.1109/AVSS.2009.34 Conference
67 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 -414 , 2009 Chapter in Book
68 S. Calderara; A. Prati; R. Cucchiara "Video surveillance and multimedia forensics: an application to trajectory analysis" Proceedings of 1st ACM International Workshop on Multimedia in Forensics (MiFOR 2009), Beijing, China, pp. 13 -18 , October 23, 2009, 2009 Conference
69 S. Calderara; A. Prati; R. Cucchiara "Learning People Trajectories using Semi-directional Statistics" Proceedings of 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, Genova, Italy, pp. 213 -218 , September 2-4, 2009, 2009 Conference
70 Calderara, S.; Cucchiara, R.; Prati, A. "Action Signature: a Novel Holistic Representation for Action Recognition" AVSS 2008 : IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance, Santa F (NM), pp. 121 -128 , 1-3 September 2008, 2008 | DOI: 10.1109/AVSS.2008.32 Conference
71 Roberto Vezzani; Simone Calderara; Paolo Piccinini; Rita Cucchiara "Smoke detection in videosurveillance: the use of VISOR (Video Surveillance On-line Repository)" Proceedings of CIVR 2008, vol. 1, Niagara Falls, Ontario, Canada, pp. 289 -298 , 7-9 July 2008, 2008 Conference
72 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "HECOL: Homography and Epipolar-based Consistent Labeling for Outdoor Park Surveillance" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 111(1), pp. 21 -42 , 2008 | DOI: 10.1016/j.cviu.2007.07.006 Journal
73 A. PRATI; S. CALDERARA; R. CUCCHIARA "Using Circular Statistics for Trajectory Analysis" Proceedings of CVPR 2008, Anchorage, Alaska (USA), pp. 1 -8 , 24-26 June 2008, 2008 Conference
74 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "Bayesian-competitive Consistent Labeling for People Surveillance" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 30, pp. 354 -360 , 2008 | DOI: 10.1109/TPAMI.2007.70814 Journal
75 Prati, Andrea; Calderara, Simone; Cucchiara, Rita "Using circular statistics for trajectory shape analysis" 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR, Anchorage, AK, usa, pp. 1 -8 , 2008, 2008 | DOI: 10.1109/CVPR.2008.4587837 Conference
76 Calderara, Simone; Piccinini, Paolo; Cucchiara, Rita "Smoke detection in video surveillance: A MoG model in the wavelet domain" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5008, pp. 119 -128 , 2008 | DOI: 10.1007/978-3-540-79547-6_12 Chapter in Book
77 Piccinini, Paolo; Calderara, Simone; Cucchiara, Rita "Reliable smoke detection system in the domains of image energy and color" Proceedings - International Conference on Image Processing, ICIP, pp. 1376 -1379 , 2008 | DOI: 10.1109/ICIP.2008.4712020 Chapter in Book
78 S. CALDERARA; R. CUCCHIARA; A. PRATI "Action Signature: a Novel Holistic Representation for Action Recognition" Proceedings of AVSS 2008, Santa F, NM (USA), pp. 121 -128 , 1-3 September 2008, 2008 Conference
79 Prati, Andrea; Calderara, Simone; Cucchiara, Rita "Using circular statistics for trajectory shape analysis" 2008 IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, 23-28 June 2008, Anchorage (AK), pp. 3847 -3854 , 2008, 2008 | DOI: 10.1109/CVPR.2008.4587837 Conference
80 Calderara, Simone; Piccinini, Paolo; Cucchiara, Rita "Smoke detection in video surveillance: A MoG model in the wavelet domain" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5008, pp. 119 -128 , 2008 | DOI: 10.1007/978-3-540-79547-6_12 Chapter in Book
81 Piccinini, Paolo; Calderara, Simone; Cucchiara, Rita "Reliable smoke detection system in the domains of image energy and color" ICIP 2008 : 2008 IEEE International Conference on Image Processing : proceedings : October 12-15, 20078 [sic], San Diego, California, U.S.A., San Diego (CA), pp. 1376 -1379 , 2008, 2008 | DOI: 10.1109/ICIP.2008.4712020 Conference
82 C. Grana; D. Borghesani; S. Calderara; R. Cucchiara ""Inside the Bible": Segmentation, Annotation and Retrieval for a New Browsing Experience" Proceeding of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval (MIR 2008), Vancouver, British Columbia, Canada, pp. 379 -386 , Oct 30-31, 2008 Conference
83 S. Calderara; A. Prati; R. Cucchiara "A Markerless Approach for Consistent Action Recognition in a Multi-camera System" Proceedings of ICDSC 2008, Stanford, CA, USA, pp. 1 -8 , 7-10 September 2008, 2008 Conference
84 CAlderara, S.; Cucchiara, R.; Prati, A. "Detection of Abnormal Behaviors using a Mixture of Von Mises Distributions" 2007 IEEE Conference on advanced video and signal based surveillance : AVSS 2007, London (UK), pp. 141 -146 , 5-7 September 2007, 2007 | DOI: 10.1109/AVSS.2007.4425300 Conference
85 Calderara, S.; Cucchiara, R.; Prati, A. "A Dynamic Programming Technique for Classifying Trajectories" ICIAP 2007: 14th International Conference on Image Analysis and Processing, Modena Italy, pp. 137 -142 , 10-14 September 2007, 2007 | DOI: 10.1109/ICIAP.2007.4362770 Conference
86 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "A Distributed Outdoor Video Surveillance System for Detection of Abnormal People Trajectories" 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, Vienna, Austria, pp. 364 -371 , September 25-28 2007, 2007 | DOI: 10.1109/ICDSC.2007.4357545 Conference
87 R. Cucchiara; A. Prati; S. Calderara; R. Vezzani "Behavioral lEarning in Surveilled Areas with Feature Extraction" 24 (12), 2007 Other
88 S. CALDERARA; R. CUCCHIARA; A. PRATI "A Dynamic Programming Technique for Classifying Trajectories" Proceedings of ICIAP 2007, Modena (Italy), pp. 137 -142 , 10-14 September 2007, 2007 Conference
89 S. CALDERARA; R. CUCCHIARA; A. PRATI "A Distributed Outdoor Video Surveillance System for Detection of Abnormal People Trajectories" Proceedings of ICDSC 2007, Wien (Austria), pp. 364 -371 , 25-28 September 2007, 2007 Conference
90 S. CALDERARA; R. CUCCHIARA; A. PRATI "Detection of Abnormal Behaviors using a Mixture of Von Mises Distributions" Proceedings of AVSS 2007, London (UK), pp. 141 -146 , 5-7 September 2007, 2007 Conference
91 S. CALDERARA; R. CUCCHIARA; A. PRATI "Group Detection at Camera Handoff for Collecting People Appearance in Multi-camera Systems" Proceedings of AVSS 2006, Sydney, Australia, pp. 36 -41 , 22-24 November 2006, 2006 Conference
92 Calderara, S.; Melli, R.; Prati, A.; Cucchiara, R. "Reliable background suppression for complex scenes" Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, Santa Barbara (CA), pp. 211 -214 , 27 October 2006, 2006 | DOI: 10.1145/1178782.1178814 Conference
93 Calderara, S.; Cucchiara, R.; Prati, A. "Multimedia Surveillance: Content-based Retrieval with Multicamera People Tracking" Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, Santa Barbara (CA), pp. 95 -100 , 27 October 2006, 2006 | DOI: 10.1145/1178782.1178797 Conference
94 CALDERARA S; MELLI R; PRATI A; R. CUCCHIARA "Reliable background suppression for complex scenes" Proceedings of VSSN 2006, Santa Barbara CA USA, pp. 211 -214 , 27 October 2006, 2006 Conference
95 S. CALDERARA; R. CUCCHIARA; A. PRATI "Multimedia Surveillance: Content-based Retrieval with Multicamera People Tracking" Proceedings of VSSN 2006, Santa Barbara, CA (USA), pp. 95 -100 , 27 October 2006, 2006 Conference
96 S. CALDERARA; R. CUCCHIARA; A. PRATI "The LAICA project: Experiments on Multicamera People Tracking and Logging" Atti di CISI 2006, Ancona, Italy, pp. - -- , 27-29 September 2006, 2006 Conference
97 S. Calderara; R. Vezzani; A. Prati; R. Cucchiara "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. 1, Como, Italy, pp. 93 -98 , 15-16 September 2005, 2005 Conference
98 S. Calderara; A. Prati; R. Vezzani; R. Cucchiara "Consistent labeling for multi-camera object tracking" Image Analysis and Processing ICIAP 2005, vol. LNCS 3617, Cagliari, Italy, pp. 1206 -1214 , Sept. 6-8, 2005 Conference