Davide Maltoni

Stefano Santi

Sensors, August, 2024

Arithmetic with language models: From memorization to computation.

[BibT_eX]

[DOI]

Neural Networks, 2024

Dealing with Subject Similarity in Differential Morphing Attack Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Continual Learning by Three-Phase Consolidation.

[BibT_eX]

[DOI]

Lorenzo Pellegrini

CoRR, 2024

Enabling On-device Continual Learning with Binary Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

MONOT: High-Quality Privacy-compliant Morphed Synthetic Images for Everyone.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2024

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

[BibT_eX]

[DOI]

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

Region Prediction for Efficient Robot Localization on Large Maps.

[BibT_eX]

[DOI]

Matteo Scucchia

Proceedings of the Robotics, Computer Vision and Intelligent Systems, 2024

Supporting Human Examiners in Facial Image Manipulation Detection.

[BibT_eX]

[DOI]

Maichol Dadi

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Face Restoration for Morphed Images Retouching.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Biometrics and Forensics, 2024

Towards Federated Learning for Morphing Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

On the Impact of Face Image Quality on Morphing Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

V-MAD: Video-based Morphing Attack Detection in Operational Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

SDFR: Synthetic Data for Face Recognition Competition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023

Detecting Double-Identity Fingerprint Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Generative negative replay for continual learning.

[BibT_eX]

[DOI]

Neural Networks, May, 2023

A weakly supervised approach for recycling code recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., April, 2023

On the challenges to learn from Natural Data Streams.

[BibT_eX]

[DOI]

Guido Borghi

Gabriele Graffieti

CoRR, 2023

Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

IEEE Access, 2023

On the Human Ability in Detecting Digitally Manipulated Face Images.

[BibT_eX]

[DOI]

Frøy Løvåsdal

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

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

[BibT_eX]

[DOI]

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

On-Device Learning with Binary Neural Networks.

[BibT_eX]

[DOI]

Lorenzo Vorabbi

Stefano Santi

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

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

[BibT_eX]

[DOI]

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

Detecting Morphing Attacks via Continual Incremental Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Input Layer Binarization with Bit-Plane Encoding.

[BibT_eX]

[DOI]

Lorenzo Vorabbi

Stefano Santi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022

Continual Learning in Real-Life Applications.

[BibT_eX]

[DOI]

Gabriele Graffieti

Guido Borghi

IEEE Robotics Autom. Lett., 2022

Is Class-Incremental Enough for Continual Learning?

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2022

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions.

[BibT_eX]

[DOI]

German Ignacio Parisi

Artif. Intell., 2022

Face Image Quality Assessment in Electronic ID Documents.

[BibT_eX]

[DOI]

IEEE Access, 2022

Morphing Attack Potential.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Biometrics and Forensics, 2022

Incremental Training of Face Morphing Detectors.

[BibT_eX]

[DOI]

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

Handbook of Fingerprint Recognition, Third Edition

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-030-83623-8, 2022

2021

Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

A Systematic Comparison of Depth Map Representations for Face Recognition.

[BibT_eX]

[DOI]

Sensors, 2021

A Double Siamese Framework for Differential Morphing Attack Detection.

[BibT_eX]

[DOI]

Sensors, 2021

Face morphing detection in the presence of printing/scanning and heterogeneous image sources.

[BibT_eX]

[DOI]

IET Biom., 2021

Avalanche: an End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Automated Artifact Retouching in Morphed Images With Attention Maps.

[BibT_eX]

[DOI]

IEEE Access, 2021

Continual Learning at the Edge: Real-Time Training on Smartphone Devices.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Avalanche: An End-to-End Library for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].

[BibT_eX]

[DOI]

IEEE Robotics Autom. Mag., 2020

Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges.

[BibT_eX]

[DOI]

Natalia Díaz Rodríguez

Inf. Fusion, 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.

[BibT_eX]

[DOI]

CoRR, 2020

Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Latent Replay for Real-Time Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Towards Artifacts-Free Image Defogging.

[BibT_eX]

[DOI]

Gabriele Graffieti

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

Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches.

[BibT_eX]

[DOI]

Lorenzo Pellegrini

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Continual Reinforcement Learning in 3D Non-stationary Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Continuous learning in single-incremental-task scenarios.

[BibT_eX]

[DOI]

Neural Networks, 2019

Fine-Grained Continual Learning.

[BibT_eX]

[DOI]

Lorenzo Pellegrini

CoRR, 2019

Continual Learning for Robotics.

[BibT_eX]

[DOI]

Natalia Díaz Rodríguez

CoRR, 2019

Double-identity Biometrics.

[BibT_eX]

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Gesture Recognition by Leap Motion Controller and LSTM Networks for CAD-oriented Interfaces.

[BibT_eX]

[DOI]

Lisa Mazzini

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

Decoupling texture blending and shape warping in face morphing.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019

2018

Face Demorphing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Don't forget, there is more than forgetting: new metrics for Continual Learning.

[BibT_eX]

[DOI]

Natalia Díaz Rodríguez

David Filliat

CoRR, 2018

Face demorphing in the presence of facial appearance variations.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Automated Fingerprint Identification Systems: From Fingerprints to Fingermarks.

[BibT_eX]

[DOI]

Didier Meuwly

Proceedings of the Handbook of Biometrics for Forensic Science, 2017

On the Feasibility of Creating Double-Identity Fingerprints.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2017

Grocery product detection and recognition.

[BibT_eX]

[DOI]

Serena Papi

Expert Syst. Appl., 2017

CORe50: a New Dataset and Benchmark for Continuous Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting.

[BibT_eX]

[DOI]

Raymond N. J. Veldhuis

Ramachandra Raghavendra

Christoph Busch

Proceedings of the International Conference of the Biometrics Special Interest Group, 2017

2016

Semi-supervised tuning from temporal coherence.

[BibT_eX]

[DOI]

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

On the Generation of Synthetic Fingerprint Alterations.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference of the Biometrics Special Interest Group, 2016

Comparing Incremental Learning Strategies for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

On the Effects of Image Alterations on Face Recognition Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Face Recognition Across the Imaging Spectrum, 2016

2015

Fingerprint Recognition, Overview.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Synthesis of large scale hand-shape databases for biometric applications.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Saliency-based keypoint selection for fast object detection and matching.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Large-scale fingerprint identification on GPU.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Saliency-Based Keypoint Reduction for Augmented-Reality Applications in Smart Cities.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014

Synthesis and Evaluation of High Resolution Hand-Prints.

[BibT_eX]

[DOI]

Aythami Morales

Miguel Angel Ferrer-Ballester

IEEE Trans. Inf. Forensics Secur., 2014

Incremental Learning by Message Passing in Hierarchical Temporal Memory.

[BibT_eX]

[DOI]

Erik M. Rehn

Neural Comput., 2014

The magic passport.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

A Two-Factor Protection Scheme for MCC Fingerprint Templates.

[BibT_eX]

[DOI]

Proceedings of the BIOSIG 2014, 2014

2013

On the Impact of Alterations on Face Photo Recognition Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Structural Similarity based image quality map for face recognition across plastic surgery.

[BibT_eX]

[DOI]

Yunlian Sun

Massimo Tistarelli

Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012

Minutiae-Based Fingerprint Matching.

[BibT_eX]

[DOI]

Proceedings of the Cross Disciplinary Biometric Systems, 2012

Face Recognition in Ambient Intelligence Applications.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Ambient Assisted Living, 2012

Noninvertible Minutia Cylinder-Code Representation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

Face Image Conformance to ISO/ICAO Standards in Machine Readable Travel Documents.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

Fingerprint enhancement using contextual iterative filtering.

[BibT_eX]

[DOI]

Francesco Turroni

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

2011

Improving Fingerprint Orientation Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2011

Fingerprint Indexing Based on Minutia Cylinder-Code.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Fingerprint verification competition at IJCB2011.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

2010

An evaluation of direct attacks using fake fingers generated from ISO templates.

[BibT_eX]

[DOI]

Javier Galbally

Guillermo González de Rivera

Alessandra Lumini

Pattern Recognit. Lett., 2010

Incremental template updating for face recognition in home environments.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Minutia Cylinder-Code: A New Representation and Matching Technique for Fingerprint Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Data pre-processing through reward-punishment editing.

[BibT_eX]

[DOI]

Loris Nanni

Pattern Anal. Appl., 2010

Benchmarking Local Orientation Extraction in Fingerprint Recognition.

[BibT_eX]

[DOI]

Francesco Turroni

Proceedings of the 20th International Conference on Pattern Recognition, 2010

MCC: A baseline algorithm for fingerprint verification in FVC-onGoing.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Control, 2010

2009

Fingerprint Recognition, Overview.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, 2009

On the Spatial Distribution of Fingerprint Singularities.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Advances in fingerprint modeling.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

BioLab-ICAO: A new benchmark to evaluate applications assessing face image compliance to ISO/IEC 19794-5 standard.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

The Big Brother Database: Evaluating Face Recognition in Smart Home Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Fingerprint and On-Line Signature Verification Competitions at ICB 2009.

[BibT_eX]

[DOI]

Sonia Garcia-Salicetti

Aurélien Mayoue

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Handbook of Fingerprint Recognition, Second Edition

[BibT_eX]

[DOI]

Springer, ISBN: 978-1-84882-254-2, 2009

2008

On the Operational Quality of Fingerprint Scanners.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2008

2D face recognition based on supervised subspace learning from 3D models.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Fake fingertip generation from a minutiae template.

[BibT_eX]

[DOI]

Julian Fiérrez-Aguilar

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Evaluating Systems Assessing Face-Image Compliance with ICAO/ISO Standards.

[BibT_eX]

[DOI]

Proceedings of the Biometrics and Identity Management, First European Workshop, 2008

Definition of Fingerprint Scanner Image Quality Specifications by Operational Quality.

[BibT_eX]

[DOI]

Proceedings of the Biometrics and Identity Management, First European Workshop, 2008

2007

Introduction to the Special Issue on Biometrics: Progress and Directions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Fingerprint Image Reconstruction from Standard Templates.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Fingerprint scanner focusing estimation by Top Sharpening Index.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Estimating Image Focusing in Fingerprint Scanners.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006

Fake finger detection by skin distortion analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2006

Performance Evaluation of Fingerprint Verification Systems.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

The Quality of Fingerprint Scanners and Its Impact on the Accuracy of Fingerprint Recognition Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Content Representation, 2006

Fake Fingerprint Detection by Odor Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, International Conference, 2006

A New Approach to Fake Finger Detection Based on Skin Distortion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, International Conference, 2006

Can Fingerprints be Reconstructed from ISO Templates?

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Control, 2006

2005

Combining Multiple Matchers for Fingerprint Verification: A Case Study in FVC2004.

[BibT_eX]

[DOI]

Julian Fiérrez-Aguilar

Proceedings of the Image Analysis and Processing, 2005

An On-Line Signature Verification System Based on Fusion of Local and Global Information.

[BibT_eX]

[DOI]

Julian Fiérrez-Aguilar

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004

Reward-Punishment Editing.

[BibT_eX]

[DOI]

Loris Nanni

Proceedings of the 17th International Conference on Pattern Recognition, 2004

FVC2004: Third Fingerprint Verification Competition.

[BibT_eX]

[DOI]

Proceedings of the Biometric Authentication, First International Conference, 2004

An improved noise model for the generation of synthetic fingerprints.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Control, 2004

Technology evaluations of fingerprint-based biometric systems.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

A two-stage fingerprint classification system.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMM Workshop on Biometrics Methods and Applications, 2003

A Tutorial on Fingerprint Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Studies in Biometrics, Summer School on Biometrics, 2003

2002

FVC2000: Fingerprint Verification Competition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Multi-Classifier Approach to Fingerprint Classification.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2002

FVC2002: Second Fingerprint Verification Competition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Synthetic Fingerprint-Database Generation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Subspace adaptation for incremental face learning.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Control, 2002

Subspace Classification for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Biometric Authentication, 2002

2001

Multispace KL for Pattern Representation and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2001

Modelling Plastic Distortion in Fingerprint Images.

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 2001

2000

Real-time face location on gray-scale static images.

[BibT_eX]

[DOI]

Pattern Recognit., 2000

Combining Fingerprint Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

Synthetic Fingerprint-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Fingerprint Classification by Directional Image Partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1999

Similarity Search Using Multi-Space KL.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1998

Neural network based minutiae filtering in fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Ridge-line density estimation in digital images.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Continuous versus exclusive classification for fingerprint retrieval.

[BibT_eX]

[DOI]

Alessandra Lumini

Pattern Recognit. Lett., 1997

Direct Gray-Scale Minutiae Detection In Fingerprints.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

On the Error-Reject Trade-Off in Biometric Verification Systems.

[BibT_eX]

[DOI]

Matteo Golfarelli

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Strategie per il Retrieval di Impronte Digitali.

[BibT_eX]

Alessandra Lumini

Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997

1996

Dynamic Clustering of Maps in Autonomous Agents.

[BibT_eX]

[DOI]

Stefano Rizzi

IEEE Trans. Pattern Anal. Mach. Intell., 1996

A structural approach to fingerprint classification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

Topological clustering of maps using a genetic algorithm.

[BibT_eX]

[DOI]