Guido Borghi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 79

Top Topics

Attack Detection

Pose Estimation

Gesture Recognition

Top Venues

Publications

Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. 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, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) (2024)
Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi
Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay. VISIGRAPP (2): VISAPP (2024)
Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez
SDFR: Synthetic Data for Face Recognition Competition. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. FG (2024)
Giuseppe Tarollo, Tomaso Fontanini, Claudio Ferrari, Guido Borghi, Andrea Prati
Adversarial Identity Injection for Semantic Face Image Synthesis. CoRR (2024)
Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. 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-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107 (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Dealing with Subject Similarity in Differential Morphing Attack Detection. CoRR (2024)
Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez
SDFR: Synthetic Data for Face Recognition Competition. FG (2024)
Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi
Enabling On-device Continual Learning with Binary Neural Networks. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Face Restoration for Morphed Images Retouching. IWBF (2024)
Guido Borghi, Annalisa Franco, Nicolò Di Domenico, Matteo Ferrara, Davide Maltoni
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection. ICIAP (1) (2023)
Giovanni Gibertoni, Guido Borghi, Luigi Rovati
Vision-Based Eye Image Classification for Ophthalmic Measurement Systems. Sensors 23 (1) (2023)
Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Lorenzo Seidenari, Roberto Vezzani, Alberto Del Bimbo
Robot Pose Nowcasting: Forecast the Future to Improve the Present. CoRR (2023)
Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, 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 P. 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. CoRR (2023)
Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Detecting Morphing Attacks via Continual Incremental Training. CoRR (2023)
Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors. IEEE Access 11 (2023)
Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Depth-based 3D human pose refinement: Evaluating the refinet framework. Pattern Recognit. Lett. 171 (2023)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Matteo Ferrara, Davide Maltoni
A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors. MetroXRAINE (2023)
Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Detecting Morphing Attacks via Continual Incremental Training. IJCB (2023)
Guido Borghi, Gabriele Graffieti, Davide Maltoni
On the challenges to learn from Natural Data Streams. CoRR (2023)
Mohamed Daoudi, Roberto Vezzani, Guido Borghi, Claudio Ferrari, Marcella Cornia, Federico Becattini, Andrea Pilzer
Computer Vision in Human Analysis: From Face and Body to Clothes. Sensors 23 (12) (2023)
Gabriele Graffieti, Guido Borghi, Davide Maltoni
Continual Learning in Real-Life Applications. IEEE Robotics Autom. Lett. 7 (3) (2022)
Marco Emporio, Ariel Caputo, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Felix Ambellan, Martin Hanik, Esfandiar Nava Yazdani, Christoph von Tycowicz
SHREC 2022 track on online detection of heterogeneous gestures. Comput. Graph. 107 (2022)
Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani
Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation From Depth Maps. IEEE Robotics Autom. Lett. 7 (4) (2022)
Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani
Unsupervised Detection of Dynamic Hand Gestures from Leap Motion Data. ICIAP (1) (2022)
Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani
Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps. CoRR (2022)
Ariel Caputo, Marco Emporio, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Felix Ambellan, Martin Hanik, Esfandiar Nava Yazdani, Christoph von Tycowicz
SHREC 2022 Track on Online Detection of Heterogeneous Gestures. CoRR (2022)
Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Incremental Training of Face Morphing Detectors. ICPR (2022)
Ariel Caputo, Andrea Giachetti, Simone Soso, Deborah Pintani, Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani, Rita Cucchiara, Andrea Ranieri, Franca Giannini, Katia Lupinetti, Marina Monti, Mehran Maghoumi, Joseph J. LaViola Jr., Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran
SHREC 2021: Track on Skeleton-based Hand Gesture Recognition in the Wild. CoRR (2021)
Ariel Caputo, Andrea Giachetti, Simone Soso, Deborah Pintani, Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani, Rita Cucchiara, Andrea Ranieri, Franca Giannini, Katia Lupinetti, Marina Monti, Mehran Maghoumi, Joseph J. LaViola Jr., Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran
SHREC 2021: Skeleton-based hand gesture recognition in the wild. Comput. Graph. 99 (2021)
Guido Borghi, Annalisa Franco, Gabriele Graffieti, Davide Maltoni
Automated Artifact Retouching in Morphed Images With Attention Maps. IEEE Access 9 (2021)
Alessandro Simoni, Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani
Improving Car Model Classification through Vehicle Keypoint Localization. VISIGRAPP (5: VISAPP) (2021)
Stefano Pini, Guido Borghi, Roberto Vezzani, Davide Maltoni, Rita Cucchiara
A Systematic Comparison of Depth Map Representations for Face Recognition. Sensors 21 (3) (2021)
Guido Borghi, Emanuele Pancisi, Matteo Ferrara, Davide Maltoni
A Double Siamese Framework for Differential Morphing Attack Detection. Sensors 21 (10) (2021)
Stefano Pini, Guido Borghi, Roberto Vezzani
Video Frame Synthesis Combining Conventional and Event Cameras. Int. J. Pattern Recognit. Artif. Intell. 35 (16) (2021)
Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Multimodal Hand Gesture Classification for the Human-Car Interaction. Informatics 7 (3) (2020)
Guido Borghi, Matteo Fabbri, Roberto Vezzani, Simone Calderara, Rita Cucchiara
Face-from-Depth for Head Pose Estimation on Depth Images. IEEE Trans. Pattern Anal. Mach. Intell. 42 (3) (2020)
Riccardo Gasparini, Andrea D'Eusanio, Guido Borghi, Stefano Pini, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara
Anomaly Detection, Localization and Classification for Railway Inspection. ICPR (2020)
Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
A Transformer-Based Network for Dynamic Hand Gesture Recognition. 3DV (2020)
Stefano Pini, Andrea D'Eusanio, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive. IJCB (2020)
Stefano Pini, Guido Borghi, Roberto Vezzani
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras. VISIGRAPP (4: VISAPP) (2020)
Guido Borghi, Stefano Pini, Roberto Vezzani, Rita Cucchiara
Mercury: A Vision-Based Framework for Driver Monitoring. IHSI (2020)
Riccardo Gasparini, Stefano Pini, Guido Borghi, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara
Anomaly Detection for Vision-Based Railway Inspection. EDCC Workshops (2020)
Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
RefiNet: 3D Human Pose Refinement with Depth Maps. ICPR (2020)
Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Manual Annotations on Depth Maps for Human Pose Estimation. ICIAP (1) (2019)
Fabio Marco Caputo, S. Burato, G. Pavan, Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre, Mehran Maghoumi, Eugene M. Taranta II, Alaleh Razmjoo, Joseph J. LaViola Jr., Fabio Manganaro, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara, Hai-Dang Nguyen, Minh-Triet Tran, Andrea Giachetti
Online Gesture Recognition. 3DOR@Eurographics (2019)
Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Video Synthesis from Intensity and Event Frames. ICIAP (1) (2019)
Guido Borghi, Stefano Pini, Roberto Vezzani, Rita Cucchiara
Driver Face Verification with Depth Maps. Sensors 19 (15) (2019)
Fabio Manganaro, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Hand Gestures for the Human-Car Interaction: The Briareo Dataset. ICIAP (2) (2019)
Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara
Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face. CoRR (2019)
Stefano Pini, Filippo Grazioli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Learning to Generate Facial Depth Maps. 3DV (2018)
Stefano Pini, Filippo Grazioli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Learning to Generate Facial Depth Maps. CoRR (2018)
Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Learn to See by Events: RGB Frame Synthesis from Event Cameras. CoRR (2018)
Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara
Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face. ICPR (2018)
Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Fully Convolutional Network for Head Detection with Depth Images. ICPR (2018)
Federico Bolelli, Guido Borghi, Costantino Grana
XDOCS: An Application to Index Historical Documents. IRCDL (2018)
Guido Borghi, Elia Frigieri, Roberto Vezzani, Rita Cucchiara
Hands on the wheel: A Dataset for Driver Hand Detection and Tracking. FG (2018)
Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Head Detection with Depth Images in the Wild. VISIGRAPP (5: VISAPP) (2018)
Guido Borghi
Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring. CoRR (2018)
Guido Borghi, Stefano Pini, Filippo Grazioli, Roberto Vezzani, Rita Cucchiara
Face Verification from Depth using Privileged Information. BMVC (2018)
Elia Frigieri, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications. ICIAP (1) (2017)
Guido Borghi, Roberto Vezzani, Rita Cucchiara
Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons. CoRR (2017)
Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications. CoRR (2017)
Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara
Learning to Map Vehicles into Bird's Eye View. CoRR (2017)
Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara
Learning to Map Vehicles into Bird's Eye View. ICIAP (1) (2017)
Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
From Depth Data to Head Pose Estimation: a Siamese approach. CoRR (2017)
Guido Borghi, Matteo Fabbri, Roberto Vezzani, Simone Calderara, Rita Cucchiara
Face-from-Depth for Head Pose Estimation on Depth Images. CoRR (2017)
Guido Borghi, Riccardo Gasparini, Roberto Vezzani, Rita Cucchiara
Embedded recurrent network for head pose estimation in car. Intelligent Vehicles Symposium (2017)
Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara
POSEidon: Face-from-Depth for Driver Pose Estimation. CVPR (2017)
Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Head Detection with Depth Images in the Wild. CoRR (2017)
Federico Bolelli, Guido Borghi, Costantino Grana
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. ICIAP (1) (2017)
Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
From Depth Data to Head Pose Estimation: A Siamese Approach. VISIGRAPP (5: VISAPP) (2017)
Fabrizio Balducci, Guido Borghi
An Annotation Tool for a Digital Library System of Epidermal Data. IRCDL (2017)
Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Deep Head Pose Estimation from Depth Data for In-Car Automotive Applications. UHA3DS@ICPR (2016)
Guido Borghi, Roberto Vezzani, Rita Cucchiara
Fast gesture recognition with Multiple Stream Discrete HMMs on 3D skeletons. ICPR (2016)
Lorenzo Baraldi, Costantino Grana, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Shot, Scene and Keyframe Ordering for Interactive Video Re-use. VISIGRAPP (4: VISAPP) (2016)
Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara
POSEidon: Face-from-Depth for Driver Pose Estimation. CoRR (2016)