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Guido Borghi
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2020 – today
- 2024
- [j16]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: 102322 (2024) - [c39]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. FG 2024: 1-10 - [c38]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 - [c37]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
Face Restoration for Morphed Images Retouching. IWBF 2024: 1-6 - [c36]Lorenzo Vorabbi
, Davide Maltoni, Guido Borghi, Stefano Santi:
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, 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: 892-901 - [i24]Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi:
Enabling On-device Continual Learning with Binary Neural Networks. CoRR abs/2401.09916 (2024) - [i23]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 abs/2404.04580 (2024) - [i22]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) - [i21]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
Dealing with Subject Similarity in Differential Morphing Attack Detection. CoRR abs/2404.07667 (2024) - [i20]Giuseppe Tarollo, Tomaso Fontanini, Claudio Ferrari, Guido Borghi, Andrea Prati:
Adversarial Identity Injection for Semantic Face Image Synthesis. CoRR abs/2404.10408 (2024) - [i19]Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni:
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. CoRR abs/2404.11236 (2024) - 2023
- [j15]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: 120419-120437 (2023) - [j14]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: 185-191 (2023) - [j13]Giovanni Gibertoni
, Guido Borghi
, Luigi Rovati
:
Vision-Based Eye Image Classification for Ophthalmic Measurement Systems. Sensors 23(1): 386 (2023) - [j12]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): 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
, 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 abs/2311.10476 (2023) - 2022
- [j11]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: 241-251 (2022) - [j10]Gabriele Graffieti
, Guido Borghi
, Davide Maltoni
:
Continual Learning in Real-Life Applications. IEEE Robotics Autom. Lett. 7(3): 6195-6202 (2022) - [j9]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): 11569-11576 (2022) - [c31]Andrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani
:
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
, Minh-Triet Tran
, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz:
SHREC 2022 Track on Online Detection of Heterogeneous Gestures. CoRR abs/2207.06706 (2022) - 2021
- [j8]Guido Borghi
, Annalisa Franco
, Gabriele Graffieti
, Davide Maltoni
:
Automated Artifact Retouching in Morphed Images With Attention Maps. IEEE Access 9: 136561-136579 (2021) - [j7]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: 201-211 (2021) - [j6]Stefano Pini
, Guido Borghi, Roberto Vezzani
:
Video Frame Synthesis Combining Conventional and Event Cameras. Int. J. Pattern Recognit. Artif. Intell. 35(16): 2160013:1-2160013:25 (2021) - [j5]Stefano Pini
, Guido Borghi
, Roberto Vezzani
, Davide Maltoni
, Rita Cucchiara
:
A Systematic Comparison of Depth Map Representations for Face Recognition. Sensors 21(3): 944 (2021) - [j4]Guido Borghi
, Emanuele Pancisi, Matteo Ferrara
, Davide Maltoni
:
A Double Siamese Framework for Differential Morphing Attack Detection. Sensors 21(10): 3466 (2021) - [c29]Alessandro Simoni
, Andrea D'Eusanio, Stefano Pini
, Guido Borghi, Roberto Vezzani
:
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
, Alessandro Simoni
, Stefano Pini
, Guido Borghi
, Roberto Vezzani
, Rita Cucchiara
:
Multimodal Hand Gesture Classification for the Human-Car Interaction. Informatics 7(3): 31 (2020) - [j2]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): 596-609 (2020) - [c28]Andrea D'Eusanio, Alessandro Simoni
, Stefano Pini
, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
A Transformer-Based Network for Dynamic Hand Gesture Recognition. 3DV 2020: 623-632 - [c27]Riccardo Gasparini, Stefano Pini
, Guido Borghi, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara:
Anomaly Detection for Vision-Based Railway Inspection. EDCC Workshops 2020: 56-67 - [c26]Stefano Pini, Andrea D'Eusanio, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive. IJCB 2020: 1-7 - [c25]Andrea D'Eusanio, Stefano Pini
, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
RefiNet: 3D Human Pose Refinement with Depth Maps. ICPR 2020: 2320-2327 - [c24]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: 3419-3426 - [c23]Guido Borghi, Stefano Pini, Roberto Vezzani
, Rita Cucchiara:
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
, Stefano Pini
, Roberto Vezzani
, Rita Cucchiara
:
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
, Guido Borghi, Roberto Vezzani
, Rita Cucchiara, Hai-Dang Nguyen
, Minh-Triet Tran
, Andrea Giachetti
:
Online Gesture Recognition. 3DOR@Eurographics 2019: 93-102 - [c20]Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
Manual Annotations on Depth Maps for Human Pose Estimation. ICIAP (1) 2019: 233-244 - [c19]Stefano Pini, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
Video Synthesis from Intensity and Event Frames. ICIAP (1) 2019: 313-323 - [c18]Fabio Manganaro, Stefano Pini
, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
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
, Rita Cucchiara:
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
, Rita Cucchiara:
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
, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara:
Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face. ICPR 2018: 1355-1360 - [c12]Federico Bolelli
, Guido Borghi, Costantino Grana
:
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
, Rita Cucchiara:
POSEidon: Face-from-Depth for Driver Pose Estimation. CVPR 2017: 5494-5503 - [c9]Andrea Palazzi
, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara:
Learning to Map Vehicles into Bird's Eye View. ICIAP (1) 2017: 233-243 - [c8]Elia Frigieri, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications. ICIAP (1) 2017: 539-549 - [c7]Federico Bolelli
, Guido Borghi, Costantino Grana
:
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features. ICIAP (1) 2017: 729-738 - [c6]Fabrizio Balducci
, Guido Borghi:
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
, Rita Cucchiara:
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
, Rita Cucchiara:
Deep Head Pose Estimation from Depth Data for In-Car Automotive Applications. UHA3DS@ICPR 2016: 74-85 - [c2]Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
Fast gesture recognition with Multiple Stream Discrete HMMs on 3D skeletons. ICPR 2016: 997-1002 - [c1]Lorenzo Baraldi
, Costantino Grana
, Guido Borghi, Roberto Vezzani
, Rita Cucchiara:
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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