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Guido Borghi
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2020 – today
- 2025
- [j18]Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Lorenzo Seidenari, Roberto Vezzani, Alberto Del Bimbo:
3D Pose Nowcasting: Forecast the future to improve the present. Comput. Vis. Image Underst. 251: 104233 (2025) - 2024
- [j17]Alessandro Simoni
, Guido Borghi
D-SPDH: Improving 3D Robot Pose Estimation in Sim2Real Scenario via Depth Data. IEEE Access 12: 166660-166673 (2024) - [j16]Pietro Melzi
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107: 102322 (2024) - [c42]Giuseppe Tarollo, Tomaso Fontanini, Claudio Ferrari, Guido Borghi, Andrea Prati:
Adversarial Identity Injection for Semantic Face Image Synthesis. CVPR Workshops 2024: 1471-1480 - [c41]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. FG 2024: 1-10 - [c40]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: 1-9 - [c39]Guido Borghi, Annalisa Franco, Nicolò Di Domenico, Matteo Ferrara, Davide Maltoni:
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios. IJCB 2024: 1-10 - [c38]Marta Robledo-Moreno, Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Kiran B. Raja, Davide Maltoni:
Towards Federated Learning for Morphing Attack Detection. IJCB 2024: 1-10 - [c37]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
Face Restoration for Morphed Images Retouching. IWBF 2024: 1-6 - [c36]Lorenzo Vorabbi
Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay. VISIGRAPP (2): VISAPP 2024: 25-36 - [c35]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
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) 2024: 892-901 - [i25]Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi:
Enabling On-device Continual Learning with Binary Neural Networks. CoRR abs/2401.09916 (2024) - [i24]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
SDFR: Synthetic Data for Face Recognition Competition. CoRR abs/2404.04580 (2024) - [i23]Guido Borghi, Annalisa Franco, Nicolò Di Domenico, Matteo Ferrara, Davide Maltoni:
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios. CoRR abs/2404.06963 (2024) - [i22]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
Dealing with Subject Similarity in Differential Morphing Attack Detection. CoRR abs/2404.07667 (2024) - [i21]Giuseppe Tarollo, Tomaso Fontanini, Claudio Ferrari, Guido Borghi, Andrea Prati:
Adversarial Identity Injection for Semantic Face Image Synthesis. CoRR abs/2404.10408 (2024) - [i20]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. CoRR abs/2404.11236 (2024) - [i19]Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Davide Davoli, Lorenzo Garattoni, Gianpiero Francesca, Lorenzo Seidenari, Roberto Vezzani:
Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB. CoRR abs/2409.11104 (2024) - 2023
- [j15]Guido Borghi
Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors. IEEE Access 11: 120419-120437 (2023) - [j14]Andrea D'Eusanio, Alessandro Simoni
Depth-based 3D human pose refinement: Evaluating the refinet framework. Pattern Recognit. Lett. 171: 185-191 (2023) - [j13]Giovanni Gibertoni
Vision-Based Eye Image Classification for Ophthalmic Measurement Systems. Sensors 23(1): 386 (2023) - [j12]Mohamed Daoudi
Computer Vision in Human Analysis: From Face and Body to Clothes. Sensors 23(12): 5378 (2023) - [c34]Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni:
Detecting Morphing Attacks via Continual Incremental Training. IJCB 2023: 1-10 - [c33]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection. ICIAP (1) 2023: 100-111 - [c32]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: 525-530 - [i18]Guido Borghi, Gabriele Graffieti, Davide Maltoni:
On the challenges to learn from Natural Data Streams. CoRR abs/2301.03495 (2023) - [i17]Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni:
Detecting Morphing Attacks via Continual Incremental Training. CoRR abs/2307.15105 (2023) - [i16]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 abs/2308.12914 (2023) - [i15]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
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2311.10476 (2023) - 2022
- [j11]Marco Emporio
SHREC 2022 track on online detection of heterogeneous gestures. Comput. Graph. 107: 241-251 (2022) - [j10]Gabriele Graffieti
Continual Learning in Real-Life Applications. IEEE Robotics Autom. Lett. 7(3): 6195-6202 (2022) - [j9]Alessandro Simoni
Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation From Depth Maps. IEEE Robotics Autom. Lett. 7(4): 11569-11576 (2022) - [c31]Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni
Unsupervised Detection of Dynamic Hand Gestures from Leap Motion Data. ICIAP (1) 2022: 414-424 - [c30]Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni:
Incremental Training of Face Morphing Detectors. ICPR 2022: 914-921 - [i14]Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani:
Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps. CoRR abs/2207.02519 (2022) - [i13]Ariel Caputo, Marco Emporio, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen
SHREC 2022 Track on Online Detection of Heterogeneous Gestures. CoRR abs/2207.06706 (2022) - 2021
- [j8]Guido Borghi
Automated Artifact Retouching in Morphed Images With Attention Maps. IEEE Access 9: 136561-136579 (2021) - [j7]Ariel Caputo, Andrea Giachetti, Simone Soso, Deborah Pintani
SHREC 2021: Skeleton-based hand gesture recognition in the wild. Comput. Graph. 99: 201-211 (2021) - [j6]Stefano Pini
Video Frame Synthesis Combining Conventional and Event Cameras. Int. J. Pattern Recognit. Artif. Intell. 35(16): 2160013:1-2160013:25 (2021) - [j5]Stefano Pini
A Systematic Comparison of Depth Map Representations for Face Recognition. Sensors 21(3): 944 (2021) - [j4]Guido Borghi
A Double Siamese Framework for Differential Morphing Attack Detection. Sensors 21(10): 3466 (2021) - [c29]Alessandro Simoni
Improving Car Model Classification through Vehicle Keypoint Localization. VISIGRAPP (5: VISAPP) 2021: 354-361 - [i12]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 abs/2106.10980 (2021) - 2020
- [j3]Andrea D'Eusanio
Multimodal Hand Gesture Classification for the Human-Car Interaction. Informatics 7(3): 31 (2020) - [j2]Guido Borghi
Face-from-Depth for Head Pose Estimation on Depth Images. IEEE Trans. Pattern Anal. Mach. Intell. 42(3): 596-609 (2020) - [c28]Andrea D'Eusanio, Alessandro Simoni
A Transformer-Based Network for Dynamic Hand Gesture Recognition. 3DV 2020: 623-632 - [c27]Riccardo Gasparini, Stefano Pini
Anomaly Detection for Vision-Based Railway Inspection. EDCC Workshops 2020: 56-67 - [c26]Stefano Pini, Andrea D'Eusanio, Guido Borghi, Roberto Vezzani
Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive. IJCB 2020: 1-7 - [c25]Andrea D'Eusanio, Stefano Pini
RefiNet: 3D Human Pose Refinement with Depth Maps. ICPR 2020: 2320-2327 - [c24]Riccardo Gasparini, Andrea D'Eusanio, Guido Borghi, Stefano Pini
Anomaly Detection, Localization and Classification for Railway Inspection. ICPR 2020: 3419-3426 - [c23]Guido Borghi, Stefano Pini, Roberto Vezzani
Mercury: A Vision-Based Framework for Driver Monitoring. IHSI 2020: 104-110 - [c22]Stefano Pini, Guido Borghi, Roberto Vezzani
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras. VISIGRAPP (4: VISAPP) 2020: 37-47
2010 – 2019
- 2019
- [j1]Guido Borghi
Driver Face Verification with Depth Maps. Sensors 19(15): 3361 (2019) - [c21]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
Online Gesture Recognition. 3DOR@Eurographics 2019: 93-102 - [c20]Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani
Manual Annotations on Depth Maps for Human Pose Estimation. ICIAP (1) 2019: 233-244 - [c19]Stefano Pini, Guido Borghi, Roberto Vezzani
Video Synthesis from Intensity and Event Frames. ICIAP (1) 2019: 313-323 - [c18]Fabio Manganaro, Stefano Pini
Hand Gestures for the Human-Car Interaction: The Briareo Dataset. ICIAP (2) 2019: 560-571 - [i11]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 abs/1901.08101 (2019) - 2018
- [c17]Stefano Pini, Filippo Grazioli, Guido Borghi, Roberto Vezzani
Learning to Generate Facial Depth Maps. 3DV 2018: 634-642 - [c16]Guido Borghi, Stefano Pini, Filippo Grazioli, Roberto Vezzani, Rita Cucchiara:
Face Verification from Depth using Privileged Information. BMVC 2018: 303 - [c15]Guido Borghi, Elia Frigieri, Roberto Vezzani
Hands on the wheel: A Dataset for Driver Hand Detection and Tracking. FG 2018: 564-570 - [c14]Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Fully Convolutional Network for Head Detection with Depth Images. ICPR 2018: 752-757 - [c13]Matteo Fabbri
Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face. ICPR 2018: 1355-1360 - [c12]Federico Bolelli
XDOCS: An Application to Index Historical Documents. IRCDL 2018: 151-162 - [c11]Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Head Detection with Depth Images in the Wild. VISIGRAPP (5: VISAPP) 2018: 56-63 - [i10]Stefano Pini, Filippo Grazioli, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Learning to Generate Facial Depth Maps. CoRR abs/1805.11927 (2018) - [i9]Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Learn to See by Events: RGB Frame Synthesis from Event Cameras. CoRR abs/1812.02041 (2018) - [i8]Guido Borghi:
Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring. CoRR abs/1812.05831 (2018) - 2017
- [c10]Guido Borghi, Marco Venturelli, Roberto Vezzani
POSEidon: Face-from-Depth for Driver Pose Estimation. CVPR 2017: 5494-5503 - [c9]Andrea Palazzi
Learning to Map Vehicles into Bird's Eye View. ICIAP (1) 2017: 233-243 - [c8]Elia Frigieri, Guido Borghi, Roberto Vezzani
Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications. ICIAP (1) 2017: 539-549 - [c7]Federico Bolelli
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. ICIAP (1) 2017: 729-738 - [c6]Fabrizio Balducci
An Annotation Tool for a Digital Library System of Epidermal Data. IRCDL 2017: 173-186 - [c5]Guido Borghi, Riccardo Gasparini, Roberto Vezzani, Rita Cucchiara:
Embedded recurrent network for head pose estimation in car. Intelligent Vehicles Symposium 2017: 1503-1508 - [c4]Marco Venturelli, Guido Borghi, Roberto Vezzani
From Depth Data to Head Pose Estimation: A Siamese Approach. VISIGRAPP (5: VISAPP) 2017: 194-201 - [i7]Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications. CoRR abs/1703.01883 (2017) - [i6]Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons. CoRR abs/1703.02931 (2017) - [i5]Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
From Depth Data to Head Pose Estimation: a Siamese approach. CoRR abs/1703.03624 (2017) - [i4]Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara:
Learning to Map Vehicles into Bird's Eye View. CoRR abs/1706.08442 (2017) - [i3]Diego Ballotta, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Head Detection with Depth Images in the Wild. CoRR abs/1707.06786 (2017) - [i2]Guido Borghi, Matteo Fabbri, Roberto Vezzani, Simone Calderara, Rita Cucchiara:
Face-from-Depth for Head Pose Estimation on Depth Images. CoRR abs/1712.05277 (2017) - 2016
- [c3]Marco Venturelli, Guido Borghi, Roberto Vezzani
Deep Head Pose Estimation from Depth Data for In-Car Automotive Applications. UHA3DS@ICPR 2016: 74-85 - [c2]Guido Borghi, Roberto Vezzani
Fast gesture recognition with Multiple Stream Discrete HMMs on 3D skeletons. ICPR 2016: 997-1002 - [c1]Lorenzo Baraldi
Shot, Scene and Keyframe Ordering for Interactive Video Re-use. VISIGRAPP (4: VISAPP) 2016: 626-631 - [i1]Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara:
POSEidon: Face-from-Depth for Driver Pose Estimation. CoRR abs/1611.10195 (2016)
Coauthor Index
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