Prof. Guido Borghi

Homepage:

https://www.guidoborghi.altervista.org

Position at AImageLab:

Associate Professor
Dipartimento Educazione e Scienze Umane

Email:

guido_DOT_borghi_AT_unimore_DOT_it

Guido Borghi

Guido Borghi is an Associate Professor at the University of Modena and Reggio Emilia.

Previously, he was Assistant Professor at the University of Bologna - Cesena campus. He graduated in Computer Engineering and received his PhD course in Information Engineering at the University of Modena and Reggio Emilia, Italy. Among the others, he worked under the supervision of Prof. Rita Cucchiara, Prof. Davide Maltoni and Prof. Roberto Vezzani.

His research topics mainly belong to Computer Vision and Artificial Intelligence. In particular, he works in the field of Face Analysis (Face Recognition, Head Pose Estimation), Natural User Interfaces (Gesture and Activity Recognition), applied to Biometrics (Morphing Attack Detection), Robotics (Robot Pose Estimation) and Automotive (Driver Monitoring). He is Associate Editor of Simulation & Gaming and Guest Editor of CVIU. He co-organized several workshops (T-CAP@ICIAP, ICPR, ECCV, and WCPA@ECCV) and a tutorial at IJCB 2023 in the field of human and face analysis. He regularly serves as a reviewer for international conferences and journals, such as TPAMI, TIST, TBIOM, CVPR, ECCV and ICCV.

Research Projects

Research Activities

Publications

1	Rossi, Daniel; Borghi, Guido; Vezzani, Roberto "TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios" Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025, Tucson (Arizona), USA, pp. 339 -348 , 28 February - 4 March 2025, 2025 \| DOI: 10.1109/WACVW65960.2025.00044 Conference
2	Elatfi, Osama; Domenico, Nicolò Di; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "BioGaze: a Framework for Evaluating the Photographic Requirements of the ISO/IEC 39794-5 Standard" Proceedings of the 19th International Conference on Automatic Face and Gesture Recognition (FG), Tampa (USA), pp. 1 -10 , 26-30 May 2025, 2025 \| DOI: 10.1109/fg61629.2025.11099423 Conference
3	Di Nucci, Davide; Tomei, Matteo; Borghi, Guido; Ciuffreda, Luca; Vezzani, Roberto; Cucchiara, Rita "BRUM: Robust 3D Vehicle Reconstruction from 360° Sparse Images" Proceedings of the 36th Intelligent Vehicles Symposium (IV), Cluj-Napoca, Romania, pp. 1353 -1360 , 22-25 June 2025, 2025 \| DOI: 10.1109/iv64158.2025.11097621 Conference
4	Catalini, Riccardo; Salici, Giacomo; Biagi, Federico; Borghi, Guido; Biagiotti, Luigi; Vezzani, Roberto "LLMs as NAO Robot 3D Motion Planners" 2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Honolulu (United States), 19/10/2025, 2025 Conference
5	Borghi, Guido; Franco, Annalisa; Di Domenico, Nicolò; Maltoni, Davide "TONO: A Synthetic Dataset for Face Image Compliance to ISO/ICAO Standard" Proceedings of the 18th European Conference on Computer Vision Workshops, ECCV 2024, vol. 15642 LNCS, Milan, Italy, pp. 1 -18 , Sep 29th - Oct 4th, 2024, 2025 \| DOI: 10.1007/978-3-031-91907-7_1 Conference
6	Di Domenico, N.; Borghi, G.; Franco, A.; Boschetti, M.; Giacomini, F.; Barzaghi, S.; Ferucci, S.; Zambruno, S.; Mularoni, L.; Gao, Q.; Che, C.; Li, G.; Zu, Y.; Hao, J.; Zhang, J.; Ducz, A.; Gego, L.; Imeri, K.; Nemkin, V.; Rakhmatillaev, A.; Szatmari, S.; Rowan, W. "San Vitale Challenge: Automatic Reconstruction of Ancient Colored Glass Windows" Proceedings of the European Conference on Computer Vision Workshops, vol. 15628, Milan, pp. 263 -278 , Sep 29th - Oct 4th, 2024, 2025 \| DOI: 10.1007/978-3-031-91572-7_16 Conference
7	Simoni, A.; Marchetti, F.; Borghi, G.; Becattini, F.; Davoli, D.; Garattoni, L.; Francesca, G.; Seidenari, L.; Vezzani, R. "Depth-Based Privileged Information for Boosting 3D Human Pose Estimation on RGB" Proceedings of the European Conference on Computer Vision Workshops, vol. 15635 LNCS, Milan, pp. 189 -203 , Sep 29th - Fri Oct 4th, 2024, 2025 \| DOI: 10.1007/978-3-031-91575-8_12 Conference
8	Catalini, Riccardo; Biagi, Federico; Salici, Giacomo; Borghi, Guido; Vezzani, Roberto; Biagiotti, Luigi "LLMs and Humanoid Robot Diversity: The Pose Generation Challenge" Social Robotics, Italy, 10/09/2025, 2025 Conference
9	Vorabbi, L.; Carraggi, A.; Maltoni, D.; Borghi, G.; Santi, S. "Towards on-device continual learning with Binary Neural Networks in industrial scenarios" IMAGE AND VISION COMPUTING, vol. 158, pp. 1 -12 , 2025 \| DOI: 10.1016/j.imavis.2025.105524 Journal
10	Spathis, Giuseppe; Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "AMONOT: Synthetic Aging for Differential Morphing Attack Detection Systems" Proceedings of the 27 International Conference of Pattern Recognition Workshops, vol. 15615 LNCS, Kolkata, pp. 353 -367 , 01-05 December 2024, 2025 \| DOI: 10.1007/978-3-031-87660-8_26 Conference
11	Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "Improving Accomplice Detection in the Morphing Attack" MACHINE INTELLIGENCE RESEARCH, vol. 22, pp. 484 -498 , 2025 \| DOI: 10.1007/s11633-024-1533-1 Journal
12	Simoni, A.; Marchetti, F.; Borghi, G.; Becattini, F.; Seidenari, L.; Vezzani, R.; Del Bimbo, A. "3D Pose Nowcasting: Forecast the future to improve the present" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 251, pp. 1 -12 , 2025 \| DOI: 10.1016/j.cviu.2024.104233 Journal
13	Borghi, G.; Franco, A.; Di Domenico, N.; Ferrara, M.; Maltoni, D. "V-MAD: Video-based Morphing Attack Detection in Operational Scenarios" Proceedings - 2024 IEEE International Joint Conference on Biometrics, IJCB 2024, Buffalo, NY, USA, pp. 1 -10 , SEP 15-18, 2024, 2024 \| DOI: 10.1109/IJCB62174.2024.10744469 Conference
14	Robledo-Moreno, M.; Borghi, G.; Di Domenico, N.; Franco, A.; Raja, K.; Maltoni, D. "Towards Federated Learning for Morphing Attack Detection" Proceedings - 2024 IEEE International Joint Conference on Biometrics, IJCB 2024, Buffalo, NY, USA, pp. 1 -10 , SEP 15-18, 2024, 2024 \| DOI: 10.1109/IJCB62174.2024.10744518 Conference
15	Shahreza, H. O.; Ecabert, C.; George, A.; Unnervik, A.; Marcel, S.; Di Domenico, N.; Borghi, G.; Maltoni, D.; Boutros, F.; Vogel, J.; Damer, N.; Sanchez-Perez, A.; Mas-Candela, E.; Calvo-Zaragoza, J.; Biesseck, B.; Vidal, P.; Granada, R.; Menotti, D.; Deandres-Tame, I.; La Cava, S. M.; Concas, S.; Melzi, P.; Tolosana, R.; Vera-Rodriguez, R.; Perelli, G.; Orru, G.; Marcialis, G. L.; Fierrez, J. "SDFR: Synthetic Data for Face Recognition Competition" 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024, tur, pp. 1 -9 , 2024, 2024 \| DOI: 10.1109/FG59268.2024.10581946 Conference
16	Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D. "ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset" 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024, tur, pp. 1 -10 , 2024, 2024 \| DOI: 10.1109/FG59268.2024.10581986 Conference
17	Borghi, Guido; Domenico, Nicolò Di; Ferrara, Matteo; Franco, Annalisa; Latif, Uzma; Maltoni, Davide "MONOT: High-Quality Privacy-compliant Morphed Synthetic Images for Everyone" Proceedings - 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, Rome (Italy), pp. 1 -8 , December 2-5, 2024, 2024 \| DOI: 10.1109/wifs61860.2024.10810695 Conference
18	Liu, Chengcheng; Ferrara, Matteo; Franco, Annalisa; Borghi, Guido; Zhong, Dexing "Differential Morphing Attack Detection via Triplet-Based Metric Learning and Artifact Extraction" Proceedings of the 23rd International Conference of the Biometrics Special Interest Group - BIOSIG 2024, Darmstadt (Germany), pp. 1 -7 , September 25-27, 2024, 2024 \| DOI: 10.1109/biosig61931.2024.10786732 Conference
19	Gibertoni, Giovanni; Borghi, Guido; Rovati, Luigi "Compact High-Resolution Multi-Wavelength LED Light Source for Eye Stimulation" ELECTRONICS, vol. 13, pp. 0 -12 , 2024 \| DOI: 10.3390/electronics13061127 Journal
20	Tarollo, G.; Fontanini, T.; Ferrari, C.; Borghi, G.; Prati, A. "Adversarial Identity Injection for Semantic Face Image Synthesis" 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW, Seattle, WA, pp. 1471 -1480 , JUN 16-22, 2024, 2024 \| DOI: 10.1109/CVPRW63382.2024.00154 Conference
21	Simoni, A.; Borghi, G.; Garattoni, L.; Francesca, G.; Vezzani, R. "D-SPDH: Improving 3D Robot Pose Estimation in Sim2Real Scenario via Depth Data" IEEE ACCESS, vol. 12, pp. 166660 -166673 , 2024 \| DOI: 10.1109/ACCESS.2024.3492812 Journal
22	Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Shahreza, Hatef Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko "FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems" INFORMATION FUSION, vol. 107, pp. 1 -48 , 2024 \| DOI: 10.1016/j.inffus.2024.102322 Journal
23	Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Haider Zama, Md; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Otroshi Shahreza, Hatef; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko "FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data" Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024, Waikoloa, Hawaii, United States of America, pp. 892 -901 , 4-8 gennaio 2024, 2024 \| DOI: 10.1109/WACVW60836.2024.00100 Conference
24	Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "Face Restoration for Morphed Images Retouching" 2024 12th International Workshop on Biometrics and Forensics, IWBF 2024, Enschede, NETHERLANDS, pp. 1 -6 , 11-12 April 2024, 2024 \| DOI: 10.1109/IWBF62628.2024.10593948 Conference
25	Vorabbi, Lorenzo; Maltoni, Davide; Borghi, Guido; Santi, Stefano "Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay" Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, vol. 2, Rome, pp. 25 -36 , February 27-29, 2024, 2024 \| DOI: 10.5220/0012269000003660 Conference
26	Borghi, Guido; Di Domenico, Nicolò; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide "Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors" IEEE ACCESS, vol. 11, pp. 120419 -120437 , 2023 \| DOI: 10.1109/ACCESS.2023.3328227 Journal
27	Pellegrini, Lorenzo; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "Detecting Morphing Attacks via Continual Incremental Training" Proceedings of 2023 IEEE International Joint Conference on Biometrics, IJCB 2023, Ljubiana, SLOVENIA, pp. 1 -9 , 25/09/2023, 2023 \| DOI: 10.1109/IJCB57857.2023.10449306 Conference
28	Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide "Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection" Image Analysis and Processing – ICIAP 2023, vol. 14233, Udine, Italy, pp. 100 -111 , September 11-15, 2023, 2023 \| DOI: 10.1007/978-3-031-43148-7_9 Conference
29	Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide "A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors" Proceeding of the 2nd Edition IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE 2023), Milan, Italy, pp. 525 -530 , 25-27 ottobre 2023, 2023 \| DOI: 10.1109/MetroXRAINE58569.2023.10405735 Conference
30	Daoudi, Mohamed; Vezzani, Roberto; Borghi, Guido; Ferrari, Claudio; Cornia, Marcella; Becattini, Federico; Pilzer, Andrea "Computer Vision in Human Analysis: From Face and Body to Clothes" SENSORS, vol. 23, pp. 0 -2 , 2023 \| DOI: 10.3390/s23125378 Journal
31	D'Eusanio, A.; Simoni, A.; Pini, S.; Borghi, G.; Vezzani, R.; Cucchiara, R. "Depth-based 3D human pose refinement: Evaluating the refinet framework" PATTERN RECOGNITION LETTERS, vol. 171, pp. 185 -191 , 2023 \| DOI: 10.1016/j.patrec.2023.03.005 Journal
32	Gibertoni, Giovanni; Borghi, Guido; Rovati, Luigi "Vision-Based Eye Image Classification for Ophthalmic Measurement Systems" SENSORS, vol. 23, pp. 386 -405 , 2023 \| DOI: 10.3390/s23010386 Journal
33	Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps" IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 7, pp. 11569 -11576 , 2022 \| DOI: 10.1109/LRA.2022.3193225 Journal
34	Emporio, M.; Caputo, A.; Giachetti, A.; Cristani, M.; Borghi, G.; D'Eusanio, A.; Le, M. -Q.; Nguyen, H. -D.; Tran, M. -T.; Ambellan, F.; Hanik, M.; Nava-Yazdani, E.; von Tycowicz, C. "SHREC 2022 track on online detection of heterogeneous gestures" COMPUTERS & GRAPHICS, vol. 107, pp. 241 -251 , 2022 \| DOI: 10.1016/j.cag.2022.07.015 Journal
35	Borghi, Guido; Graffieti, Gabriele; Franco, Annalisa; Maltoni, Davide "Incremental Training of Face Morphing Detectors" Proceedings of the 26th International Conference on Pattern Recognition (ICPR 2022), vol. 2022-, Montreal (Canada), pp. 914 -921 , 21-25 August 2022, 2022 \| DOI: 10.1109/ICPR56361.2022.9956395 Conference
36	Graffieti, G; Borghi, G; Maltoni, D "Continual Learning in Real-Life Applications" IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 7, pp. 6195 -6202 , 2022 \| DOI: 10.1109/LRA.2022.3167736 Journal
37	D'Eusanio, A.; Pini, S.; Borghi, G.; Simoni, A.; Vezzani, R. "Unsupervised Detection of Dynamic Hand Gestures from Leap Motion Data" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13231, ita, pp. 414 -424 , 2022, 2022 \| DOI: 10.1007/978-3-031-06427-2_35 Conference
38	Borghi, G.; Franco, A.; Graffieti, G.; Maltoni, D. "Automated Artifact Retouching in Morphed Images with Attention Maps" IEEE ACCESS, vol. 9, pp. 136561 -136579 , 2021 \| DOI: 10.1109/ACCESS.2021.3117718 Journal
39	Borghi, Guido; Pancisi, Emanuele; Ferrara, Matteo; Maltoni, Davide "A Double Siamese Framework for Differential Morphing Attack Detection" SENSORS, vol. 21, pp. 1 -16 , 2021 \| DOI: 10.3390/s21103466 Journal
40	Caputo, Ariel; Giacchetti, Andrea; Soso, Simone; Pintani, Deborah; D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Simoni, Alessandro; Vezzani, Roberto; Cucchiara, Rita; Ranieri, Andrea; Giannini, Franca; Lupinetti, Katia; Monti, Marina; Maghoumi, Mehran; LaViola Jr, Joseph; Le, Minh-Quan; Nguyen, Hai-Dang; Tran, Minh-Triet "SHREC 2021: Skeleton-based hand gesture recognition in the wild" Computers & Graphics Journal, COMPUTERS & GRAPHICS, vol. 99, Online, pp. 201 -211 , 2.3 September 2021, 2021 \| DOI: 10.1016/j.cag.2021.07.007 Journal
41	Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Video Frame Synthesis combining Conventional and Event Cameras" INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, vol. 35, pp. 1 -25 , 2021 \| DOI: 10.1142/S0218001421600132 Journal
42	Simoni, Alessandro; D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Improving Car Model Classification through Vehicle Keypoint Localization" Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021), vol. 5, Online, pp. 354 -361 , 8-10 February 2021, 2021 \| DOI: 10.5220/0010207803540361 Conference
43	Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Maltoni, Davide; Cucchiara, Rita "A Systematic Comparison of Depth Map Representations for Face Recognition" SENSORS, vol. 21, pp. 1 -18 , 2021 \| DOI: 10.3390/s21030944 Journal
44	D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "RefiNet: 3D Human Pose Refinement with Depth Maps" Proceedings of the 25th International Conference of Pattern Recognition, Milan, pp. 2320 -2327 , 10-15 January 2021, 2021 \| DOI: 10.1109/ICPR48806.2021.9412451 Conference
45	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
46	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
47	D’Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "A Transformer-Based Network for Dynamic Hand Gesture Recognition" 2020 International Conference on 3D Vision (3DV 2020), Online, pp. 623 -632 , 25-28 November 2020, 2020 \| DOI: 10.1109/3DV50981.2020.00072 Conference
48	D’Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Multimodal Hand Gesture Classification for the Human-Car Interaction" INFORMATICS, vol. 7, pp. 1 -16 , 2020 \| DOI: 10.3390/informatics7030031 Journal
49	Pini, Stefano; D'Eusanio, Andrea; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive" Proceedings of the International Joint Conference on Biometrics (IJCB), Houston, September 28 - October 1, 2020, 2020 \| DOI: 10.1109/IJCB48548.2020.9304903 Conference
50	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
51	Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras" Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Valletta (Malta), pp. 37 -47 , 27-29 February 2020, 2020 \| DOI: 10.5220/0008934700370047 Conference
52	Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Mercury: a vision-based framework for Driver Monitoring" Proceedings of the 3rd International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI 2020), Modena, Italy, 19-21 February 2020, 2020 \| DOI: 10.1007/978-3-030-39512-4_17 Conference
53	Borghi, Guido; Pini, Stefano; Grazioli, Filippo; Vezzani, Roberto; Cucchiara, Rita "Face Verification from Depth using Privileged Information" Proceedings of the 29th British Machine Vision Conference (BMVC), Northumbria University, gbr, 3-6 September 2018, 2019 Conference
54	Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Driver Face Verification with Depth Maps" SENSORS, pp. 19 -3361 , 2019 \| DOI: 10.3390/s19153361 Journal
55	Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Video synthesis from Intensity and Event Frames" Proceedings of the 20th International Conference on Image Analysis and Processing, Trento, Italy, 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30642-7_28 Conference
56	D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Manual Annotations on Depth Maps for Human Pose Estimation" Proceedings of the 20th International Conference on Image Analysis and Processing, Trento, Italia, 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30642-7_21 Conference
57	Manganaro, Fabio; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Hand Gestures for the Human-Car Interaction: the Briareo dataset" Proceedings of the 20th International Conference on Image Analysis and Processing, vol. 11752, Trento, Italy, pp. 560 -571 , 9-13 September 2019, 2019 \| DOI: 10.1007/978-3-030-30645-8_51 Conference
58	Caputo, F. M.; Burato, S.; Pavan, G.; Voillemin, T.; Wannous, H.; Vandeborre, J. P.; Maghoumi, M.; Taranta, E. M.; Razmjoo, A.; J. J. LaViola Jr., ; Manganaro, Fabio; Pini, S.; Borghi, G.; Vezzani, R.; Cucchiara, R.; Nguyen, H.; Tran, M. T.; Giachetti, A. "SHREC 2019 Track: Online Gesture Recognition" Eurographics Workshop on 3D Object Retrieval, vol. 160897, Genova, pp. 93 -102 , 5-6 May 2019, 2019 \| DOI: 10.2312/3dor.20191067 Conference
59	Pini, Stefano; Grazioli, Filippo; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Learning to Generate Facial Depth Maps" Proceedings of the 6th international conference on 3D Vision (3DV), Verona, 5-8 September, 2018 \| DOI: 10.1109/3DV.2018.00078 Conference
60	Ballotta, Diego; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fully Convolutional Network for Head Detection with Depth Images" Proceedings of the 24th International Conference on Pattern Recognition (ICPR), Beijing (China), August, 20-24 2018, 2018 Conference
61	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
62	Borghi, Guido; Frigieri, Elia; Vezzani, Roberto; Cucchiara, Rita "Hands on the wheel: a Dataset for Driver Hand Detection and Tracking" Proceedings of the 8th International Workshop on Human Behavior Understanding (HBU), Xi'An, pp. 564 -570 , 15 May 2018, 2018 \| DOI: 10.1109/FG.2018.00090 Conference
63	Ballotta, Diego; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Head Detection with Depth Images in the Wild" Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), vol. 5, Funchal, Portugal, pp. 56 -63 , 27-29 January 2018, 2018 \| DOI: 10.5220/0006541000560063 Conference
64	Bolelli, Federico; Borghi, Guido; Grana, Costantino "XDOCS: An Application to Index Historical Documents" Digital Libraries and Multimedia Archives, vol. 806, Udine, Italy, pp. 151 -162 , Jan 25-26, 2018 \| DOI: 10.1007/978-3-319-73165-0_15 Conference
65	Venturelli, Marco; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Deep Head Pose Estimation from Depth Data for In-car Automotive Applications" Proceedings of the 2nd International Workshop on Understanding Human Activities through 3D Sensors, vol. 10188, Cancun (Mexico), pp. 74 -85 , Dec 4 , 2016, 2018 \| DOI: 10.1007/978-3-319-91863-1_6 Conference
66	Borghi, Guido; Venturelli, Marco; Vezzani, Roberto; Cucchiara, Rita "POSEidon: Face-from-Depth for Driver Pose Estimation" Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2017-, Honolulu, Hawaii, pp. 5494 -5503 , July, 22-25, 2017, 2017 \| DOI: 10.1109/CVPR.2017.583 Conference
67	Borghi, Guido; Gasparini, Riccardo; Vezzani, Roberto; Cucchiara, Rita "Embedded Recurrent Network for Head Pose Estimation in Car" Proceedings of the 2017 IEEE Intelligent Vehicles Symposium, Redondo Beach CA, USA, June 11-14, 2017 Conference
68	Venturelli, Marco; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "From Depth Data to Head Pose Estimation: a Siamese approach" Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), vol. 5, Porto, Portugal, pp. 194 -201 , 27 february - 1 march, 2017, 2017 \| DOI: 10.5220/0006104501940201 Conference
69	Balducci, Fabrizio; Borghi, Guido "An Annotation Tool for a Digital Library System of Epidermal Data" Digital Libraries and Archives, vol. 733, Modena, pp. 173 -186 , 26-27 January 2017, 2017 \| DOI: 10.1007/978-3-319-68130-6_14 Conference
70	Bolelli, Federico; Borghi, Guido; Grana, Costantino "Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features" Image Analysis and Processing - ICIAP 2017, vol. 10484, Catania, Italy, pp. 729 -738 , Sep 11-15, 2017 \| DOI: 10.1007/978-3-319-68560-1_65 Conference
71	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
72	Frigieri, Elia; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fast and Accurate Facial Landmark Localization in Depth Images for In-car Applications" Proceedings of the 19th International Conference on Image Analysis and Processing, Catania, pp. 539 -549 , 11-15 september 2017, 2017 \| DOI: 10.1007/978-3-319-68560-1_48 Conference
73	Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Fast gesture recognition with Multiple StreamDiscrete HMMs on 3D Skeletons" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, pp. 997 -1002 , Dec 4-8, 2016, 2016 \| DOI: 10.1109/ICPR.2016.7899766 Conference
74	BARALDI, LORENZO; GRANA, Costantino; BORGHI, GUIDO; VEZZANI, Roberto; CUCCHIARA, Rita "Shot, scene and keyframe ordering for interactive video re-use" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 \| DOI: 10.5220/0005768706260631 Conference
75	Baraldi, L.; Grana, C.; Borghi, G.; Vezzani, R.; Cucchiara, R. "Shot, scene and keyframe ordering for interactive video re-use" VISIGRAPP 2016 - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 2016, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 \| DOI: 10.5220/0005768706260631 Conference