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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 Tomei, Matteo; Baraldi, Lorenzo; Calderara, Simone; Bronzin, Simone; Cucchiara, Rita "Video action detection by learning graph-based spatio-temporal interactions" COMPUTER VISION AND IMAGE UNDERSTANDING, pp. 1 -10 , 2021 Journal
2 Bergamini, Luca "Tecniche di Deep Learning applicate all'allevamento" 2021 Other
3 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" VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 5, online, pp. 524 -533 , 2021, 2021 Conference
4 Tomei, Matteo; Baraldi, Lorenzo; Calderara, Simone; Bronzin, Simone; Cucchiara, Rita "RMS-Net: Regression and Masking for Soccer Event Spotting" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, 10-15 January 2021, 2020 Conference
5 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
6 Monti, Alessio; Bertugli, Alessia; Calderara, Simone; Cucchiara, Rita "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting" Proceeding of the 25th International Conference on Pattern Recognition, Milan (Italy), 10-15 January 2021, 2020 Conference
7 Trachtman, A. R.; Bergamini, L.; Palazzi, A.; Porrello, A.; Capobianco Dondona, A.; Del Negro, E.; Paolini, A.; Vignola, G.; Calderara, S.; Marruchella, G. "Scoring pleurisy in slaughtered pigs using convolutional neural networks" VETERINARY RESEARCH, vol. 51, pp. 51 -61 , 2020 | DOI: 10.1186/s13567-020-00775-z Journal
8 Candeloro, L.; Ippoliti, C.; Iapaolo, F.; Monaco, F.; Morelli, D.; Cuccu, R.; Fronte, P.; Calderara, S.; Vincenzi, S.; Porrello, A.; D'Alterio, N.; Calistri, P.; Conte, A. "Predicting WNV circulation in Italy using earth observation data and extreme gradient boosting model" REMOTE SENSING, vol. 12, pp. 3064 -3083 , 2020 | DOI: 10.3390/RS12183064 Journal
9 Palazzi, Andrea; Bergamini, Luca; Calderara, Simone; Cucchiara, Rita "Warp and Learn: Novel Views Generation for Vehicles and Other Objects" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. PP, pp. 1 -1 , 2020 | DOI: 10.1109/TPAMI.2020.3030701 Journal
10 Abati, Davide; Tomczak, Jakub; Blankevoort, Tijmen; Calderara, Simone; Cucchiara, Rita; Bejnordi, Babak Ehteshami "Conditional Channel Gated Networks for Task-Aware Continual Learning" 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, pp. 3930 -3939 , 14-19 June 2020, 2020 | DOI: 10.1109/CVPR42600.2020.00399 Conference
11 Gasparini, Riccardo; D'Eusanio, Andrea; Borghi, Guido; Pini, Stefano; Scaglione, Giuseppe; Calderara, Simone; Fedeli, Eugenio; Cucchiara, Rita "Anomaly Detection, Localization and Classification for Railway Inspection" Proceedings of the 25th International Conference of Pattern Recognition, Milan, 10-15 January 2021, 2020 Conference
12 Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Cipriano, Marco; Fronte, Pietro; Cuccu, Roberto; Ippoliti, Carla; Conte, Annamaria; Calderara, Simone "The color out of space: learning self-supervised representations for Earth Observation imagery" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, 10-15 January 2021, 2020 Conference
13 Porrello, Angelo; Bergamini, Luca; Calderara, Simone "Robust Re-Identification by Multiple Views Knowledge Distillation" Proceedings of the 16th European Conference on Computer Vision (ECCV) 2020, Glasgow, Scotland, UK, August 23–28, 2020, 2020 Conference
14 Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Calderara, Simone "Rethinking Experience Replay: a Bag of Tricks for Continual Learning" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, 10-15 January 2021, 2020 Conference
15 Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Abati, Davide; Calderara, Simone "Dark Experience for General Continual Learning: a Strong, Simple Baseline" Advances in Neural Information Processing Systems 33 (NIPS 2020), Vancouver, Canada, 6-12 December 2020, 2020 Conference
16 Bergamini, L.; Sposato, M.; Pellicciari, M.; Peruzzini, M.; Calderara, S.; Schmidt, J. "Deep learning-based method for vision-guided robotic grasping of unknown objects" ADVANCED ENGINEERING INFORMATICS, vol. 44, pp. 101052 -101066 , 2020 | DOI: 10.1016/j.aei.2020.101052 Journal
17 Simoni, Alessandro; Bergamini, Luca; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Future Urban Scenes Generation Through Vehicles Synthesis" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, 10-15 January 2021, 2020 Conference
18 Fabbri, Matteo; Lanzi, Fabio; Calderara, Simone; Alletto, Stefano; Cucchiara, Rita "Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, June, 16-18 2020, 2020 Conference
19 Gasparini, Riccardo; Pini, Stefano; Borghi, Guido; Scaglione, Giuseppe; Calderara, Simone; Fedeli, Eugenio; Cucchiara, Rita "Anomaly Detection for Vision-based Railway Inspection" Proceedings of the 1st International Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), Munich, Germany, 7 September 2020, 2020 Conference
20 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
21 Bergamini, L.; Trachtman, A. R.; Palazzi, A.; Negro, E. D.; Capobianco Dondona, A.; Marruchella, G.; Calderara, S. "Segmentation Guided Scoring of Pathological Lesions in Swine Through CNNs" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11808, ita, pp. 352 -360 , 2019, 2019 | DOI: 10.1007/978-3-030-30754-7_35 Conference
22 Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Conte, Annamaria; Ippoliti, Carla; Candeloro, Luca; Di Lorenzo, Alessio; Capobianco Dondona, Andrea; Calderara, Simone "Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs" 2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Sorrento, Italy, Italy, pp. 159 -166 , 26-29 Nov. 2019, 2019 | DOI: 10.1109/SITIS.2019.00036 Conference
23 Stefanini, M.; Lancellotti, R.; Baraldi, L.; Calderara, S. "A Deep-learning-based approach to VM behavior Identification in Cloud Systems" CLOSER 2019 - Proceedings of the 9th International Conference on Cloud Computing and Services Science, Heraklion, Greece, pp. 308 -315 , May, 2019, 2019 | DOI: 10.5220/0007708403080315 Conference
24 Giuseppe, Marrucchella; Bergamini, Luca; Porrello, Angelo; Del Negro, Ercole; Capobianco Dondona, Andrea; Di Tondo, Francesco; Calderara, Simone "METODO DI VALUTAZIONE DI UNO STATO DI SALUTE DI UN ELEMENTO ANATOMICO, RELATIVO DISPOSITIVO DI VALUTAZIONE E RELATIVO SISTEMA DI VALUTAZIONE" 2019 Patent
25 Fulgeri, F.; Fabbri, Matteo; Alletto, Stefano; 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
26 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, pp. 481 -490 , 16-20 June 2019, 2019 | DOI: 10.1109/CVPR.2019.00057 Conference
27 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
28 Alletto, Stefano; Abati, Davide; Calderara, Simone; Cucchiara, Rita; Rigazio, Luca "Self-Supervised Optical Flow Estimation by Projective Bootstrap" IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, vol. 20, pp. 3294 -3302 , 2019 | DOI: 10.1109/TITS.2018.2873980 Journal
29 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, pp. 702 -715 , 8 - 14 September 2018, 2019 | DOI: 10.1007/978-3-030-11015-4_53 Conference
30 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. 1720 -1733 , 2019 | DOI: 10.1109/TPAMI.2018.2845370 Journal
31 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, y, pp. 161 -175 , z, 2018 | DOI: 10.3233/IA-170033 Journal
32 Marin-Reyes, P. A.; Bergamini, L.; Lorenzo-Navarro, J.; Palazzi, A.; Calderara, S.; Cucchiara, R. "Unsupervised vehicle re-identification using triplet networks" IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2018-, usa, pp. 166 -171 , 2018, 2018 | DOI: 10.1109/CVPRW.2018.00030 Conference
33 Calderara, Simone; Bergamini, Luca; Capobianco Dondona, Andrea; Del Negro, Ercole; Di Tondo, Francesco "Metodo e sistema per il riconoscimento biometrico univoco di un animale, basati sull'utilizzo di tecniche di deep learning" 2018 Patent
34 Bergamini, Luca; Porrello, Angelo; Andrea Capobianco Dondona, ; Ercole Del Negro, ; Mauro, Mattioli; Nicola, D’Alterio; 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, pp. 184 -191 , 26-29 November 2018, 2018 | DOI: 10.1109/SITIS.2018.00036 Conference
35 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
36 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 dell’Associazione Italiana di Psicologia - Libro degli abstract, Bari, 19-21 settembre, 2018 Conference Abstract
37 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
38 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
39 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
40 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
41 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
42 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
43 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
44 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 | DOI: 10.1007/978-3-319-68560-1_21 Conference
45 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
46 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
47 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
48 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
49 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
50 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 | DOI: 10.1109/CVPRW.2016.14 Conference
51 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
52 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
53 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
54 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
55 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
56 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
57 A. W. M., Smeulder; D. M., Chu; Cucchiara, Rita; Calderara, Simone; 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
58 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
59 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
60 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
61 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
62 Manfredi, Marco; Grana, Costantino; Calderara, Simone; Cucchiara, Rita "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
63 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, Krako´w, Poland, vol. 0, Krakov (PL), pp. 7 -12 , August 27-30 2013, 2013 | DOI: 10.1109/AVSS.2013.6636608 Conference
64 Solera, Francesco; Calderara, Simone "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
65 Grana, Costantino; Calderara, Simone; Borghesani, Daniele; Cucchiara, Rita "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
66 Calderara, Simone; Cucchiara, Rita "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 | DOI: 10.1109/CVPRW.2012.6239351 Conference
67 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
68 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "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
69 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "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
70 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "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 | DOI: 10.1109/AVSS.2011.6027309 Conference
71 Borghesani, Daniele; Coppi, Dalia; Grana, Costantino; Calderara, Simone; Cucchiara, Rita "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
72 Calderara, Simone; Piccinini, Paolo; Cucchiara, Rita "Vision based smoke detection system using image energy and color information" MACHINE VISION AND APPLICATIONS, vol. 22, pp. 705 -719 , 2011 | DOI: 10.1007/s00138-010-0272-1 Journal
73 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "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
74 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Markerless Body Part Tracking for Action Recognition" INTERNATIONAL JOURNAL OF MULTIMEDIA INTELLIGENCE AND SECURITY, vol. 1(1), pp. 76 -89 , 2011 Journal
75 Calderara, Simone; Uri, Heinemann; Prati, Andrea; Cucchiara, Rita; Naftali, Tishby "Detecting Anomalies in People’s 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
76 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
77 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "Moving pixels in static cameras: detecting dangerous situations due to environment or people" Studies in Computational Intelligence, pp. 1 -28 , 2010 | DOI: 10.1007/978-3-642-11756-5_1 Chapter in Book
78 Calderara, Simone; Cucchiara, Rita "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 | DOI: 10.1109/CVPRW.2010.5543158 Conference
79 Calderara, Simone; C., Alaimo; Prati, Andrea; Cucchiara, Rita "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
80 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
81 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
82 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
83 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "Action Signature: a Novel Holistic Representation for Action Recognition" AVSS 2008 : IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance, Santa Fè (NM), pp. 121 -128 , 1-3 September 2008, 2008 | DOI: 10.1109/AVSS.2008.32 Conference
84 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, Ontario, Canada, pp. 289 -298 , 7-9 July 2008, 2008 Conference
85 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
86 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
87 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
88 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 Conference
89 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
90 Grana, Costantino; Borghesani, Daniele; Calderara, Simone; Cucchiara, Rita ""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
91 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "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
92 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "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
93 Calderara, Simone; Cucchiara, Rita; 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
94 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
95 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "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
96 Calderara, Simone; Melli, Rudy Mirko; Prati, Andrea; Cucchiara, Rita "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
97 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "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
98 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "The LAICA project: Experiments on Multicamera People Tracking and Logging" Atti di CISI 2006, Ancona, Italy, pp. - -- , 27-29 September 2006, 2006 Conference
99 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. 1, Como, Italy, pp. 93 -98 , 15-16 September 2005, 2005 Conference
100 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, ITALY, pp. 1206 -1214 , SEP 06-08, 2005, 2005 Conference