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Prof. Simone Calderara

Prof. Simone Calderara

Homepage:

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

Position at AImageLab:

Full 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 AImagelab Computer Vision Group at Modena University and AIRI (ex 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 Fiorini, Cosimo; Mosconi, Matteo; Buzzega, Pietro; Salami, Riccardo; Calderara, Simone "Intrinsic Training Signals for Federated Learning Aggregation" Image Analysis and Processing – ICIAP 2025, Roma, 19/09/2025, 2025 Conference
2 Corso, Giulia; Miccolis, Francesca; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "Context-guided Prompt Learning for Continual WSI Classification" Computational Pathology and MultimodaL Data, MICCAI Workshop, Daejeon, South Korea, Sep 23-27, 2025 Conference
3 Maharjan, R. S.; Bonicelli, L.; Romeo, M.; Calderara, S.; Cangelosi, A.; Cucchiara, R. "Continual Facial Features Transfer for Facial Expression Recognition" IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, pp. 1 -14 , 2025 | DOI: 10.1109/TAFFC.2025.3561139 Journal
4 Lumetti, Luca; Capitani, Giacomo; Ficarra, Elisa; Grana, Costantino; Calderara, Simone; Porrello, Angelo; Bolelli, Federico "U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation" Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, Daejeon, South Korea, Sep 23-27, 2025 Conference
5 Panariello, Aniello; Mancusi, Gianluca; Haj Ali, Fedy; Porrello, Angelo; Calderara, Simone; Cucchiara, Rita "Monocular per-object distance estimation with Masked Object Modeling" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 253, pp. 1 -15 , 2025 | DOI: 10.1016/j.cviu.2025.104303 Journal
6 Porrello, Angelo; Bonicelli, Lorenzo; Buzzega, Pietro; Millunzi, Monica; Calderara, Simone; Cucchiara, Rita "A Second-Order Perspective on Model Compositionality and Incremental Learning" The Thirteenth International Conference on Learning Representations, Singapore, pp. 66423 -66453 , Apr 24 - Apr 28th, 2025, 2025 Conference
7 Rinaldi, Filippo; Capitani, Giacomo; Bonicelli, Lorenzo; Crisostomi, Donato; Bolelli, Federico; Rodolà, Emanuele; Ficarra, Elisa; Calderara, Simone; Porrello, Angelo "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" Proceedings of the International Conference on Machine Learning, Vancouver, Canada, Jul 13-19, 2025 Conference
8 Frascaroli, Emanuele "Un viaggio nello lo spazio latente di modelli ad apprendimento continuo" 2025 Other
9 Mancusi, Gianluca "Tracciamento delle Persone nell'Era dell'Intelligenza Artificiale - Dai Vincoli Geometrici ai Modelli Data-Driven" 2025 Other
10 Benaglia, Riccardo "Tecniche Avanzate di Discretizzazione nell'Era del Deep Learning" 2025 Other
11 Bonicelli, Lorenzo "Continual Learning in Scenari Realistici: dai domini naturali a quelli specializzati" 2025 Other
12 Menabue, M.; Frascaroli, E.; Boschini, M.; Sangineto, E.; Bonicelli, L.; Porrello, A.; Calderara, S. "Semantic Residual Prompts for Continual Learning" Proceedings of the European Conference on Computer Vision 2024, vol. 15119 LNCS, Milano, Italy, pp. 1 -18 , 29/11-4/10, 2024, 2025 | DOI: 10.1007/978-3-031-73030-6_1 Conference
13 Capitani, Giacomo; Bonicelli, Lorenzo; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations" Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision 2025, Tucson, Arizona, pp. 2527 -2537 , Feb 28 - Mar 4 2025, 2025 | DOI: 10.1109/WACV61041.2025.00251 Conference
14 Mosconi, Matteo; Sorokin, Andriy; Panariello, Aniello; Porrello, Angelo; Bonato, Jacopo; Cotogni, Marco; Sabetta, Luigi; Calderara, Simone; Cucchiara, Rita "Mask and Compress: Efficient Skeleton-based Action Recognition in Continual Learning" Proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, vol. 15309, Kolkata, India, pp. 1 -15 , 1-5 Dicembre 2024, 2025 | DOI: 10.1007/978-3-031-78189-6_1 Conference
15 Corsini, Andrea; Porrello, Angelo; Calderara, Simone; Dell'Amico, Mauro "Self-Labeling the Job Shop Scheduling Problem" Proceedings of the 38th Conference on Neural Information Processing Systems, NeurIPS 2024, vol. 37, Vancouver, CANADA, Dec. 9 -15, 2024, 2024 Conference
16 Bellitto, Giovanni; Proietto Salanitri, Federica; Pennisi, Matteo; Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone; Palazzo, Simone; Spampinato, Concetto "Saliency-driven Experience Replay for Continual Learning" Proceedings of the 38th Conference on Neural Information Processing Systems, NeurIPS 2024, vol. 37, Vancouver, CANADA, Dec. 9-15, 2024, 2024 Conference
17 Mancusi, Gianluca; Bernardi, Mattia; Panariello, Aniello; Porrello, Angelo; Cucchiara, Rita; Calderara, Simone "Is Multiple Object Tracking a Matter of Specialization?" Advances in Neural Information Processing Systems 38 (NeurIPS 2024), vol. 37, Vancouver, CANADA, 9-15 December 2024, 2024 Conference
18 Millunzi, Monica; Bonicelli, Lorenzo; Porrello, Angelo; Credi, Jacopo; Kolm, Petter N.; Calderara, Simone "May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels" Proceedings of the 35th British Machine Vision Conference, Glasgow, UK, 25th - 28th November 2024, 2024 Conference
19 Frascaroli, Emanuele; Benaglia, Riccardo; Boschini, Matteo; Moschella, Luca; Fiorini, Cosimo; Rodolà, Emanuele; Calderara, Simone "Latent spectral regularization for continual learning" PATTERN RECOGNITION LETTERS, vol. 184, pp. 119 -125 , 2024 | DOI: 10.1016/j.patrec.2024.06.020 Journal
20 Frascaroli, Emanuele; Panariello, Aniello; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning" Proceedings of the 35th British Machine Vision Conference, Glasgow, UK, 25th - 28th November 2024, 2024 Conference
21 Benaglia, Riccardo; Porrello, Angelo; Buzzega, Pietro; Calderara, Simone; Cucchiara, Rita "Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes" Proceedings of the 27th International Conference on Pattern Recognition, Kolkata, India, December 01-05, 2024, 2024 Conference
22 Menabue, Martin; Frascaroli, Emanuele; Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning" Springer Nature - Lecture Notes in Computer Science (LNCS), Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto), Tuscany, Italy, September 22 – 25, 2024, 2024 Conference
23 Capitani, Giacomo; Lucarini, Alice; Bonicelli, Lorenzo; Bolelli, Federico; Calderara, Simone; Vezzali, Loris; Ficarra, Elisa "Beyond the Surface: Comprehensive Analysis of Implicit Bias in Vision-Language Models" ECCV 2024 - European Conference on Computer Vision, Milan, Italy, 29 Sep-4 Oct 2024, 2024 Conference
24 Menabue, Martin; Frascaroli, Emanuele; Boschini, Matteo; Sangineto, Enver; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "Semantic Residual Prompts for Continual Learning" Proceedings of the 18th European Conference on Computer Vision, Milan, Italy, 29 Sep - 4 Oct, 2024, 2024 Conference
25 Bontempo, Gianpaolo; Bolelli, Federico; Porrello, Angelo; Calderara, Simone; Ficarra, Elisa "A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification" IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 43, pp. 1412 -1421 , 2024 | DOI: 10.1109/TMI.2023.3337549 Journal
26 Capitani, Giacomo; Bolelli, Federico; Porrello, Angelo; Calderara, Simone; Ficarra, Elisa "ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision" 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, pp. 4858 -4867 , Jan 4-8, 2024, 2024 | DOI: 10.1109/WACV57701.2024.00480 Conference
27 Millunzi, M.; Bonicelli, L.; Zurli, A.; Salman, A.; Credi, J.; Calderara, S. "Novel continual learning techniques on noisy label datasets" CEUR Workshop Proceedings, vol. 3486, Italy, pp. 517 -521 , 2023, 2023 Conference
28 Marconato, E.; Bontempo, G.; Ficarra, E.; Calderara, S.; Passerini, A.; Teso, S. "Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal" Proceedings of Machine Learning Research, vol. 202, Honolulu, USA, pp. 23915 -23936 , 2023, 2023 Conference
29 Ning, M.; Sangineto, E.; Porrello, A.; Calderara, S.; Cucchiara, R. "Input Perturbation Reduces Exposure Bias in Diffusion Models" INTERNATIONAL CONFERENCE ON MACHINE LEARNING, vol. 202, Honolulu, HI, pp. 26245 -26265 , JUL 23-29, 2023, 2023 Conference
30 Bontempo, G.; Lumetti, L.; Porrello, A.; Bolelli, F.; Calderara, S.; Ficarra, E. "Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach" Image Analysis and Processing – ICIAP 2023, vol. 14234, Udine, Italy, pp. 1 -12 , Sep 11-15, 2023 | DOI: 10.1007/978-3-031-43153-1_1 Conference
31 Panariello, A.; Porrello, A.; Calderara, S.; Cucchiara, R. "Consistency-Based Self-supervised Learning for Temporal Anomaly Localization" Proceedings of the European Conference on Computer Vision Workshops, 2022, vol. 13805, Tel Aviv, Israel, pp. 338 -349 , 23/10/2022, 2023 | DOI: 10.1007/978-3-031-25072-9_22 Conference
32 Mancusi, Gianluca; Panariello, Aniello; Porrello, Angelo; Fabbri, Matteo; Calderara, Simone; Cucchiara, Rita "TrackFlow: Multi-Object Tracking with Normalizing Flows" Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, Paris, fra, pp. 9497 -9509 , OCT 02-06, 2023, 2023 | DOI: 10.1109/ICCV51070.2023.00874 Conference
33 Bonicelli, Lorenzo; Porrello, Angelo; Vincenzi, Stefano; Ippoliti, Carla; Iapaolo, Federica; Conte, Annamaria; Calderara, Simone "Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks" IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 61, pp. 1 -1 , 2023 | DOI: 10.1109/TGRS.2023.3293270 Journal
34 Marconato, Emanuele; Bontempo, Gianpaolo; Ficarra, Elisa; Calderara, Simone; Passerini, Andrea; Teso, Stefano "Neuro Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal" 2023 | DOI: 10.48550/arxiv.2302.01242 Other
35 Bontempo, Gianpaolo; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs" Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, PT I, vol. 14220, Vancouver, Canada, pp. 248 -258 , Oct 08-12, 2023 | DOI: 10.1007/978-3-031-43907-0_24 Conference
36 Bontempo, Gianpaolo; Lumetti, Luca; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach" Image Analysis and Processing – ICIAP 2023, Udine, Italy, pp. 1 -12 , Sep 11-15, 2023 Conference
37 Boschini, Matteo "Apprendimento Continuo mediante Metodi Rehearsal" 2023 Other
38 Cocco, V. M.; Bisagno, E.; Bernardo, G. A. D.; Bicocchi, N.; Calderara, S.; Palazzi, A.; Cucchiara, R.; Zambonelli, F.; Cadamuro, A.; Stathi, S.; Crisp, R.; Vezzali, L. "Let's stay close: An examination of the effects of imagined contact on behavior toward children with disability" SOCIAL DEVELOPMENT, vol. 32, pp. 1042 -1059 , 2023 | DOI: 10.1111/sode.12662 Journal
39 Boschini, Matteo; Bonicelli, Lorenzo; Buzzega, Pietro; Porrello, Angelo; Calderara, Simone "Class-Incremental Continual Learning into the eXtended DER-verse" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 45, pp. 5497 -5512 , 2023 | DOI: 10.1109/TPAMI.2022.3206549 Journal
40 Monti, A.; Porrello, A.; Calderara, S.; Coscia, P.; Ballan, L.; Cucchiara, R. "How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting" PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, vol. 2022-June, New Orleans USA, pp. 6543 -6552 , 19/06/2022, 2022 | DOI: 10.1109/CVPR52688.2022.00644 Conference
41 Corsini, A.; Calderara, S.; Dell'Amico, M. "Learning the Quality of Machine Permutations in Job Shop Scheduling" IEEE ACCESS, vol. 10, pp. 99541 -99552 , 2022 | DOI: 10.1109/ACCESS.2022.3207559 Journal
42 DEL NEGRO, Ercole "Rilascio di applicativi per aumentare il livello tecnologico degli allevamenti e la salute degli animali" 2022 Other
43 Bonicelli, Lorenzo; Boschini, Matteo; Porrello, Angelo; Spampinato, Concetto; Calderara, Simone "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning" Advances in Neural Information Processing Systems 35 (NeurIPS 2022), vol. 35, New Orleans, USA, 28 Nov 2022 - 09 Dec 2022, 2022 Conference
44 Marconato, E.; Bontempo, G.; Teso, S.; Ficarra, E.; Calderara, S.; Passerini, A. "Catastrophic Forgetting in Continual Concept Bottleneck Models" Lecture Notes in Computer Science, vol. 13374, 23 May 2022through 27 May 2022Code, pp. 539 -547 , 2022, 2022 | DOI: 10.1007/978-3-031-13324-4_46 Conference
45 Ning, M.; Ma, X.; Lu, Y.; Calderara, S.; Cucchiara, R. "SeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAV" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13233, ita, pp. 278 -289 , 2022, 2022 | DOI: 10.1007/978-3-031-06433-3_24 Conference
46 Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Spampinato, Concetto; Calderara, Simone "Transfer without Forgetting" Proceedings of the 17th European Conference on Computer Vision, ECCV 2022, vol. 13683 LNCS, Tel Aviv, Israel, pp. 692 -709 , 23-27 Oct, 2022, 2022 | DOI: 10.1007/978-3-031-20050-2_40 Conference
47 Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Bonicelli, Lorenzo; Boschini, Matteo; Calderara, Simone; Spampinato, Concetto "Effects of Auxiliary Knowledge on Continual Learning" Proceedings of the 26th International Conference on Pattern Recognition, vol. 2022-, Montréal, Canada, pp. 1357 -1363 , 21-25 Aug, 2022, 2022 | DOI: 10.1109/ICPR56361.2022.9956694 Conference
48 Boschini, Matteo; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "Continual semi-supervised learning through contrastive interpolation consistency" PATTERN RECOGNITION LETTERS, vol. 162, pp. 9 -14 , 2022 | DOI: 10.1016/j.patrec.2022.08.006 Journal
49 Mancusi, G.; Fabbri, M.; Egidi, S.; Verasani, M.; Scarabelli, P.; Calderara, S.; Cucchiara, R. "First Steps Towards 3D Pedestrian Detection and Tracking from Single Image" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13232, ita, pp. 335 -346 , 2022, 2022 | DOI: 10.1007/978-3-031-06430-2_28 Conference
50 Porrello, Angelo "Sfruttare e Trasferire conoscenza a priori nelle Architetture di Deep Learning" 2022 Other
51 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. 44, pp. 2216 -2227 , 2022 | DOI: 10.1109/TPAMI.2020.3030701 Journal
52 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, pp. 7699 -7706 , 10-15 January 2021, 2021 | DOI: 10.1109/ICPR48806.2021.9412268 Conference
53 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, vol. 206, pp. 1 -9 , 2021 | DOI: 10.1016/j.cviu.2021.103187 Journal
54 Bonicelli, L.; Trachtman, A. R.; Rosamilia, A.; Liuzzo, G.; Hattab, J.; Alcaraz, E. M.; Del Negro, E.; Vincenzi, S.; Dondona, A. C.; Calderara, S.; Marruchella, G. "Training convolutional neural networks to score pneumonia in slaughtered pigs" ANIMALS, vol. 11, pp. 3290 -3303 , 2021 | DOI: 10.3390/ani11113290 Journal
55 Fabbri, Matteo; Braso, Guillem; Maugeri, Gianluca; Cetintas, Orcun; Gasparini, Riccardo; Osep, Aljosa; Calderara, Simone; Leal-Taixe, Laura; Cucchiara, Rita "MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?" Proceedings of the IEEE/CVF International Conference on Computer Vision, Virtual, pp. 10829 -10839 , Ottobre 11-17 2021, 2021 | DOI: 10.1109/ICCV48922.2021.01067 Conference
56 Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D. "Avalanche: An end-to-end library for continual learning" IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, usa, pp. 3595 -3605 , 2021, 2021 | DOI: 10.1109/CVPRW53098.2021.00399 Conference
57 Bertugli, A.; Calderara, S.; Coscia, P.; Ballan, L.; Cucchiara, R. "AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 210, pp. 103245 -103257 , 2021 | DOI: 10.1016/j.cviu.2021.103245 Journal
58 Bergamini, Luca "Tecniche di Deep Learning applicate all'allevamento" 2021 Other
59 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
60 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), pp. 2551 -2558 , 10-15 January 2021, 2021 | DOI: 10.1109/ICPR48806.2021.9412114 Conference
61 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, pp. 3034 -3041 , 10-15 January 2021, 2021 | DOI: 10.1109/ICPR48806.2021.9413112 Conference
62 Simoni, Alessandro; Bergamini, Luca; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Future Urban Scenes Generation Through Vehicles Synthesis" 2020 25th International Conference on Pattern Recognition (ICPR), Online, pp. 4552 -4559 , 10-15 January 2021, 2021 | DOI: 10.1109/ICPR48806.2021.9412880 Conference
63 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
64 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
65 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
66 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
67 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, pp. 3419 -3426 , 10-15 January 2021, 2020 | DOI: 10.1109/ICPR48806.2021.9412972 Conference
68 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, vol. 12355, Glasgow, Scotland, UK, pp. 93 -110 , August 23–28, 2020, 2020 | DOI: 10.1007/978-3-030-58607-2_6 Conference
69 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, pp. 2180 -2187 , 10-15 January 2021, 2020 | DOI: 10.1109/ICPR48806.2021.9412614 Conference
70 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), vol. 2020-, Vancouver, Canada, 6-12 December 2020, 2020 Conference
71 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
72 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, pp. 7202 -7211 , June, 16-18 2020, 2020 | DOI: 10.1109/CVPR42600.2020.00723 Conference
73 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), vol. 1279, Munich, Germany, pp. 56 -67 , 7 September 2020, 2020 | DOI: 10.1007/978-3-030-58462-7_5 Conference
74 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., vol. 89, Naha, Okinawa, Japan, Tuesday, 16 April 2019, 2019 Conference
75 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
76 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
77 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
78 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
79 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
80 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
81 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
82 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
83 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, vol. 11131, Munich, Germany, pp. 702 -715 , 8 - 14 September 2018, 2019 | DOI: 10.1007/978-3-030-11015-4_53 Conference
84 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
85 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
86 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
87 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
88 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
89 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
90 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
91 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
92 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
93 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
94 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
95 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "From Groups to Leaders and Back. Exploring Mutual Predictability Between Social Groups and Their Leaders" Group and Crowd Behavior for Computer Vision, pp. 161 -182 , 2017 | DOI: 10.1016/B978-0-12-809276-7.00010-2 Chapter in Book
96 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
97 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
98 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
99 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
100 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
101 Coppi, Dalia; Calderara, Simone; Cucchiara, Rita "Transductive People Tracking in Unconstrained Surveillance" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 26, pp. 762 -775 , 2016 | DOI: 10.1109/TCSVT.2015.2416555 Journal
102 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
103 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
104 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
105 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, pp. 995 -1008 , 2016 | DOI: 10.1109/TPAMI.2015.2470658 Journal
106 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
107 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
108 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
109 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
110 Solera, Francesco; Calderara, Simone; Cucchiara, Rita "Learning to identify leaders in crowd" 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), vol. 2015-, Boston USA, pp. 43 -48 , 7-12 June 2015, 2015 | DOI: 10.1109/CVPRW.2015.7301282 Conference
111 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
112 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
113 Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Cucchiara, Rita "Head Pose Estimation in First-Person Camera Views" International Conference on Pattern Recognition, Stockholm, Sweden, pp. 4188 -4193 , 24-28 Aug. 2014, 2014 | DOI: 10.1109/ICPR.2014.718 Conference
114 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
115 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
116 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
117 Bandini, S.; Calderara, S.; Cucchiara, R. "Pattern recognition and crowd analysis" PATTERN RECOGNITION LETTERS, vol. 44, pp. 1 -2 , 2014 | DOI: 10.1016/j.patrec.2014.02.004 Journal
118 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
119 Solera, F.; Calderara, S. "Social groups detection in crowd through shape-augmented structured learning" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8156, Naples, ita, pp. 542 -551 , 2013, 2013 | DOI: 10.1007/978-3-642-41181-6_55 Conference
120 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
121 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, jpn, pp. 3317 -3320 , Nov 11-15, 2012 Conference
122 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, RI, usa, pp. 20 -27 , 16-21 June 2012, 2012 | DOI: 10.1109/CVPRW.2012.6239351 Conference
123 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
124 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, esp, pp. 920 -927 , Nov 13 2011, 2011 | DOI: 10.1109/ICCVW.2011.6130350 Conference
125 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
126 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
127 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 | DOI: 10.1007/978-3-642-23687-7_7 Conference
128 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
129 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, pp. 457 -471 , 2011 | DOI: 10.1109/TCSVT.2011.2125550 Journal
130 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
131 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, pp. 1099 -1111 , 2011 | DOI: 10.1016/j.cviu.2011.03.003 Journal
132 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, tur, pp. 4275 -4278 , 23-26 August 2010, 2010 | DOI: 10.1109/ICPR.2010.1039 Conference
133 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, vol. 282, pp. 1 -28 , 2010 | DOI: 10.1007/978-3-642-11756-5_1 Chapter in Book
134 Aravecchia, M.; Calderara, S.; Chiossi, S.; Cucchiara, R. "A Videosurveillance data browsing software architecture for forensics: From trajectories similarities to video fragments" MiFor'10 - Proceedings of the 2010 ACM Workshop on Multimedia in Forensics, Security and Intelligence, Co-located with ACM Multimedia 2010, Firenze, ita, pp. 37 -42 , 2010, 2010 | DOI: 10.1145/1877972.1877984 Conference
135 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
136 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), vol. 2009, London, gbr, pp. 1 -6 , 3 December 2009, 2009 | DOI: 10.1049/ic.2009.0251 Conference
137 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
138 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
139 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
140 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
141 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
142 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
143 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "HECOL: Homography and Epipolar-based Consistent Labeling for Outdoor Park Surveillance" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 111, pp. 21 -42 , 2008 | DOI: 10.1016/j.cviu.2007.07.006 Journal
144 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
145 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, usa, pp. 3847 -3854 , 2008, 2008 | DOI: 10.1109/CVPR.2008.4587837 Conference
146 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, Santorini, grc, pp. 119 -128 , 2008, 2008 | DOI: 10.1007/978-3-540-79547-6_12 Conference
147 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, usa, pp. 1376 -1379 , 2008, 2008 | DOI: 10.1109/ICIP.2008.4712020 Conference
148 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 , 2008, 2008 | DOI: 10.1145/1460096.1460158 Conference
149 Calderara, Simone; Prati, Andrea; Cucchiara, Rita "A Markerless Approach for Consistent Action Recognition in a Multi-camera System" Proceedings of ICDSC 2008, Palo Alto, CA, usa, pp. 1 -8 , 7-10 September 2008, 2008 | DOI: 10.1109/ICDSC.2008.4635691 Conference
150 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
151 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
152 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
153 Calderara, Simone; Cucchiara, Rita; Prati, Andrea "Group Detection at Camera Handoff for Collecting People Appearance in Multi-camera Systems" Proceedings of AVSS 2006, Sydney, NSW, aus, pp. 36 -41 , 22-24 November 2006, 2006 | DOI: 10.1109/AVSS.2006.55 Conference
154 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
155 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
156 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
157 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
158 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