Foto del docente

Guido Borghi

Ricercatore a tempo determinato tipo a) (junior)

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Pini Stefano; Borghi G; Vezzani Roberto, Video Frame Synthesis combining Conventional and Event Cameras, «INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE», in corso di stampa, 1, pp. 0 - 0 [articolo]

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi, Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay, in: In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISAPP, 2024, pp. 25 - 36 (atti di: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP, Rome, 02/2024) [Contributo in Atti di convegno]

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, Face Restoration for Morphed Images Retouching, in: 12th International Workshop on Biometrics and Forensics (IWBF), 2024, pp. 1 - 6 (atti di: 12th International Workshop on Biometrics and Forensics (IWBF), University of Twente, 2024) [Contributo in Atti di convegno]

Pietro Melzi; Ruben Tolosana; Ruben Vera-Rodriguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu; Ivan DeAndres-Tame; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Weisong Zhao; Xiangyu Zhu; Zheyu Yan; Xiao-Yu Zhang; Jinlin Wu; Zhen Lei; Suvidha Tripathi; Mahak Kothari; Md Haider Zama; Debayan Deb; Bernardo Biesseck; Pedro Vidal; Roger Granada; Guilherme Fickel; Gustavo Führ; David Menotti; Alexander Unnervik; Anjith George; Christophe Ecabert; Hatef Otroshi Shahreza; Parsa Rahimi; Sébastien Marcel; Ioannis Sarridis; Christos Koutlis; Georgia Baltsou; Symeon Papadopoulos; Christos Diou; Nicolò Di Domenico; Guido Borghi; Lorenzo Pellegrini; Enrique Mas-Candela; Ángela Sánchez-Pérez; Andrea Atzori; Fadi Boutros; Naser Damer; Gianni Fenu; Mirko Marras, FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024, pp. 892 - 901 (atti di: IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii, United States of America, 4-8 gennaio 2024) [Contributo in Atti di convegno]

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», 2024, 107, Article number: 102322, pp. 1 - 48 [articolo]Open Access

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide, A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors, in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023, pp. 525 - 530 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Milan, Italy, 2023) [Contributo in Atti di convegno]

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection, in: Image Analysis and Processing – ICIAP 2023, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14233, pp. 100 - 111 (atti di: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11-15, 2023) [Contributo in Atti di convegno]

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», 2023, 23, Article number: 5378, pp. 0 - 2 [articolo]Open Access

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», 2023, 171, pp. 185 - 191 [articolo]Open Access

Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni, Detecting Morphing Attacks via Continual Incremental Training, in: Proceedings of 2023 IEEE International Joint Conference on Biometrics, 2023, pp. 0 - 9 (atti di: 2023 IEEE International Joint Conference on Biometrics, Ljubiana, 25/09/2023) [Contributo in Atti di convegno]

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», 2023, 11, pp. 120419 - 120437 [articolo]Open Access

Graffieti, G; Borghi, G; Maltoni, D, Continual Learning in Real-Life Applications, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, pp. 6195 - 6202 [articolo]

Borghi, Guido; Graffieti, Gabriele; Franco, Annalisa; Maltoni, Davide, Incremental Training of Face Morphing Detectors, in: Proceedings of the 26th International Conference on Pattern Recognition (ICPR), 2022, pp. 914 - 921 (atti di: 26th International Conference on Pattern Recognition (ICPR), Montreal (Canada), 21-25 August 2022) [Contributo in Atti di convegno]

Simoni, A; Pini, S; Borghi, G; Vezzani, R, Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation From Depth Maps, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, pp. 11569 - 11576 [articolo]

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», 2022, 107, pp. 241 - 251 [articolo]