Andrea Palazzi

Andrea Palazzi is a PhD student at the Doctorate School in ICT of the University of Modena e Reggio Emilia. He works under the supervision of Prof. Rita Cucchiara and Prof. Simone Calderara, on computer vision and deep learning for automotive applications.

Curriculum vitae: download

Keywords: Deep Learning, Automotive

Teaching

• Computer Vision (2016) - Laboratory lecturer
• Computer Vision (2017) - Laboratory lecturer

Research Projects

• Città Educante
• Cineca SuperComputing Resource Allocation
• Modena SmartArea
• Data Acquistion and Benchmarking for Human Behavior Understanding and Action Analysis

Research Activities

• Dr(eye)ve a Dataset for Attention-Based Tasks with Applications to Autonomous Driving
• Spotting Prejudice
• Learning to Map Vehicles into Bird's Eye View
• Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World

Publications

1	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
2	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
3	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
4	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
5	Palazzi, Andrea "Città intelligenti: connettere i punti di vista visuali di guidatore, veicolo e infrastruttura." 2020 Other
6	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
7	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
8	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
9	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
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	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