Guido Borghi

According to our database, Guido Borghi authored at least 57 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enabling On-device Continual Learning with Binary Neural Networks.

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi

CoRR, 2024

Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay.

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Vision-Based Eye Image Classification for Ophthalmic Measurement Systems.

Giovanni Gibertoni, Guido Borghi, Luigi Rovati

Sensors, 2023

Computer Vision in Human Analysis: From Face and Body to Clothes.

Mohamed Daoudi, Roberto Vezzani, Guido Borghi, Claudio Ferrari, Marcella Cornia, Federico Becattini, Andrea Pilzer

Sensors, 2023

Depth-based 3D human pose refinement: Evaluating the refinet framework.

Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Pattern Recognit. Lett., 2023

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.

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

CoRR, 2023

Robot Pose Nowcasting: Forecast the Future to Improve the Present.

Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Lorenzo Seidenari, Roberto Vezzani, Alberto Del Bimbo

CoRR, 2023

On the challenges to learn from Natural Data Streams.

Guido Borghi, Gabriele Graffieti, Davide Maltoni

CoRR, 2023

Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors.

Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni

IEEE Access, 2023

A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors.

Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Matteo Ferrara, Davide Maltoni

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection.

Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Detecting Morphing Attacks via Continual Incremental Training.

Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022

Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation From Depth Maps.

Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani

IEEE Robotics Autom. Lett., 2022

Continual Learning in Real-Life Applications.

Gabriele Graffieti, Guido Borghi, Davide Maltoni

IEEE Robotics Autom. Lett., 2022

SHREC 2022 track on online detection of heterogeneous gestures.

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

Comput. Graph., 2022

Incremental Training of Face Morphing Detectors.

Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Unsupervised Detection of Dynamic Hand Gestures from Leap Motion Data.

Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

A Systematic Comparison of Depth Map Representations for Face Recognition.

Stefano Pini, Guido Borghi, Roberto Vezzani, Davide Maltoni, Rita Cucchiara

Sensors, 2021

A Double Siamese Framework for Differential Morphing Attack Detection.

Guido Borghi, Emanuele Pancisi, Matteo Ferrara, Davide Maltoni

Sensors, 2021

Video Frame Synthesis Combining Conventional and Event Cameras.

Stefano Pini, Guido Borghi, Roberto Vezzani

Int. J. Pattern Recognit. Artif. Intell., 2021

SHREC 2021: Track on Skeleton-based Hand Gesture Recognition in the Wild.

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

CoRR, 2021

SHREC 2021: Skeleton-based hand gesture recognition in the wild.

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

Comput. Graph., 2021

Automated Artifact Retouching in Morphed Images With Attention Maps.

Guido Borghi, Annalisa Franco, Gabriele Graffieti, Davide Maltoni

IEEE Access, 2021

Improving Car Model Classification through Vehicle Keypoint Localization.

Alessandro Simoni, Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Face-from-Depth for Head Pose Estimation on Depth Images.

Guido Borghi, Matteo Fabbri, Roberto Vezzani, Simone Calderara, Rita Cucchiara

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multimodal Hand Gesture Classification for the Human-Car Interaction.

Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Informatics, 2020

Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras.

Stefano Pini, Guido Borghi, Roberto Vezzani

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Mercury: A Vision-Based Framework for Driver Monitoring.

Guido Borghi, Stefano Pini, Roberto Vezzani, Rita Cucchiara

Proceedings of the Intelligent Human Systems Integration 2020, 2020

Anomaly Detection, Localization and Classification for Railway Inspection.

Riccardo Gasparini, Andrea D'Eusanio, Guido Borghi, Stefano Pini, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara

Proceedings of the 25th International Conference on Pattern Recognition, 2020

RefiNet: 3D Human Pose Refinement with Depth Maps.

Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive.

Stefano Pini, Andrea D'Eusanio, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Anomaly Detection for Vision-Based Railway Inspection.

Riccardo Gasparini, Stefano Pini, Guido Borghi, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara

Proceedings of the Dependable Computing - EDCC 2020 Workshops, 2020

A Transformer-Based Network for Dynamic Hand Gesture Recognition.

Andrea D'Eusanio, Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

Driver Face Verification with Depth Maps.

Guido Borghi, Stefano Pini, Roberto Vezzani, Rita Cucchiara

Sensors, 2019

Video Synthesis from Intensity and Event Frames.

Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Hand Gestures for the Human-Car Interaction: The Briareo Dataset.

Fabio Manganaro, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Manual Annotations on Depth Maps for Human Pose Estimation.

Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Online Gesture Recognition.

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

Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

2018

Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring.

Guido Borghi

CoRR, 2018

Learn to See by Events: RGB Frame Synthesis from Event Cameras.

Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara

CoRR, 2018

Head Detection with Depth Images in the Wild.

Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

XDOCS: An Application to Index Historical Documents.

Federico Bolelli, Guido Borghi, Costantino Grana

Proceedings of the Digital Libraries and Multimedia Archives, 2018

Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face.

Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Fully Convolutional Network for Head Detection with Depth Images.

Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Hands on the wheel: A Dataset for Driver Hand Detection and Tracking.

Guido Borghi, Elia Frigieri, Roberto Vezzani, Rita Cucchiara

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Face Verification from Depth using Privileged Information.

Guido Borghi, Stefano Pini, Filippo Grazioli, Roberto Vezzani, Rita Cucchiara

Proceedings of the British Machine Vision Conference 2018, 2018

Learning to Generate Facial Depth Maps.

Stefano Pini, Filippo Grazioli, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

From Depth Data to Head Pose Estimation: A Siamese Approach.

Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Embedded recurrent network for head pose estimation in car.

Guido Borghi, Riccardo Gasparini, Roberto Vezzani, Rita Cucchiara

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

An Annotation Tool for a Digital Library System of Epidermal Data.

Fabrizio Balducci, Guido Borghi

Proceedings of the Digital Libraries and Archives, 2017

Learning to Map Vehicles into Bird's Eye View.

Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications.

Elia Frigieri, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features.

Federico Bolelli, Guido Borghi, Costantino Grana

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

POSEidon: Face-from-Depth for Driver Pose Estimation.

Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Shot, Scene and Keyframe Ordering for Interactive Video Re-use.

Lorenzo Baraldi, Costantino Grana, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Deep Head Pose Estimation from Depth Data for In-Car Automotive Applications.

Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the Understanding Human Activities Through 3D Sensors, 2016

Fast gesture recognition with Multiple Stream Discrete HMMs on 3D skeletons.

Guido Borghi, Roberto Vezzani, Rita Cucchiara

Proceedings of the 23rd International Conference on Pattern Recognition, 2016