Gian Luca Marcialis

Orcid: 0000-0002-8719-9643

According to our database1, Gian Luca Marcialis authored at least 140 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
3D Face Reconstruction: The Road to Forensics.
ACM Comput. Surv., March, 2024

Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach.
IEEE Trans. Inf. Forensics Secur., 2024

A Novel Approach to Personalized Personality Assessment with the Attachment-Caregiving Questionnaire (ACQ): First Evidence in favor of AI-Oriented Inventory Designs.
CoRR, 2024

Serial fusion of multi-modal biometric systems.
CoRR, 2024

2023
Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics.
IET Biom., March, 2023

Towards realistic fingerprint presentation attacks: The ScreenSpoof method.
Pattern Recognit. Lett., 2023

Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project.
Inf., 2023

Introduction to Presentation Attack Detection in Fingerprint Biometrics.
CoRR, 2023

Preliminary Results on a "Real" Iris Recognition System under Challenging Operational Conditions.
Proceedings of the Italian Conference on Cyber Security (ITASEC 2023), 2023

Cybersecurity and AI: The PRALab Research Experience.
Proceedings of the Italia Intelligenza Artificiale, 2023

Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project.
Proceedings of the Italia Intelligenza Artificiale, 2023

Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication.
Proceedings of the Italia Intelligenza Artificiale, 2023

Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Towards Contactless Fingerprint Presentation Attack Detection using Algorithms from the Contact-based Domain.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2023

Human-Centered Evaluation of Anomalous Events Detection in Crowded Environments.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2023

2022
Guest editorial: Recent advances in representation learning for robust biometric recognition systems.
IET Biom., November, 2022

Biometric presentation attacks: Handcrafted features versus deep learning approaches.
Pattern Recognit. Lett., 2022

The Face Deepfake Detection Challenge.
J. Imaging, 2022

Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features.
Int. J. Biom., 2022

EEG personal recognition based on 'qualified majority' over signal patches.
IET Biom., 2022

Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021.
CoRR, 2022

3D Face Reconstruction for Forensic Recognition - A Survey.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Tensor-Based Deepfake Detection in Scaled and Compressed Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Experimental Results on Multi-modal Deepfake Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Fingerprint Recognition With Embedded Presentation Attacks Detection: Are We Ready?
IEEE Trans. Inf. Forensics Secur., 2021

LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2020
A novel classification-selection approach for the self updating of template-based face recognition systems.
Pattern Recognit., 2020

Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Detecting Anomalies from Video-Sequences: a Novel Descriptor.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors?
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fingerprint Adversarial Presentation Attack in the Physical Domain.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Review of Fingerprint Presentation Attack Detection Competitions.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Interoperability Among Capture Devices for Fingerprint Presentation Attacks Detection.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Palmprint recognition with an efficient data driven ensemble classifier.
Pattern Recognit. Lett., 2019

Robustness of functional connectivity metrics for EEG-based personal identification over task-induced intra-class and inter-class variations.
Pattern Recognit. Lett., 2019

Introduction to the special issue on robustness, security and regulation aspects in current biometric systems (RSRA-BS).
Pattern Recognit. Lett., 2019

Analysis of "User-Specific Effect" and Impact of Operator Skills on Fingerprint PAD Systems.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

LivDet in Action - Fingerprint Liveness Detection Competition 2019.
Proceedings of the 2019 International Conference on Biometrics, 2019

Personal Identity Verification by EEG-Based Network Representation on a Portable Device.
Proceedings of the Computer Analysis of Images and Patterns, 2019

Binary Code for the Compact Palmprint Representation Using Texture Features.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
An experimental investigation on self adaptive facial recognition algorithms using a long time span data set.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

A multiple classifiers-based approach to palmvein identification.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

A Look At Non-Cooperative Presentation Attacks in Fingerprint Systems.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

LivDet 2017 Fingerprint Liveness Detection Competition 2017.
Proceedings of the 2018 International Conference on Biometrics, 2018

2017
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015.
Image Vis. Comput., 2017

Fingerprint liveness detection using local texture features.
IET Biom., 2017

On the Interoperability of Capture Devices in Fingerprint Presentation Attacks Detection.
Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017

Incremental Support Vector Machine for Self-updating Fingerprint Presentation Attack Detection Systems.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Remote Biometric Verification for eLearning Applications: Where We Are.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Fingerprint presentation attacks detection based on the user-specific effect.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016
Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition.
IEEE Signal Process. Lett., 2016

Adaptive appearance model tracking for still-to-video face recognition.
Pattern Recognit., 2016

User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research.
Proceedings of the International Conference on Biometrics, 2016

Experimental results on multi-modal fusion of EEG-based personal verification algorithms.
Proceedings of the International Conference on Biometrics, 2016

On Combining Edge Detection Methods for Improving BSIF Based Facial Recognition Performances.
Proceedings of the Articulated Motion and Deformable Objects, 2016

2015
Anti-spoofing, Multimodal.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

An EEG-Based Biometric System Using Eigenvector Centrality in Resting State Brain Networks.
IEEE Signal Process. Lett., 2015

Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Adaptive Classification for Person Re-identification Driven by Change Detection.
Proceedings of the ICPRAM 2015, 2015

A Classification-Selection Approach for Self Updating of Face Verification Systems Under Stringent Storage and Computational Requirements.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Improved Human Gait Recognition.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

LivDet 2015 fingerprint liveness detection competition 2015.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Multimodal Anti-spoofing in Biometric Recognition Systems.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2014

Analysis of unsupervised template update in biometric recognition systems.
Pattern Recognit. Lett., 2014

A novel method for head pose estimation based on the "Vitruvian Man".
Int. J. Mach. Learn. Cybern., 2014

Adaptive ensembles for face recognition in changing video surveillance environments.
Inf. Sci., 2014

Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

Efficient adaptive face recognition systems based on capture conditions.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2013
Biometric system adaptation by self-update and graph-based techniques.
J. Vis. Lang. Comput., 2013

Multimodal fingerprint verification by score-level fusion: An experimental investigation.
J. Intell. Fuzzy Syst., 2013

A multi-modal dataset, protocol and tools for adaptive biometric systems: a benchmarking study.
Int. J. Biom., 2013

Estimating the Serial Combination's Performance from That of Individual Base Classifiers.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A comparison of adaptive appearance methods for tracking faces in video surveillance.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013

LivDet 2013 Fingerprint Liveness Detection Competition 2013.
Proceedings of the International Conference on Biometrics, 2013

Combining gait and face for tackling the elapsed time challenges.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Fingerprint Liveness Detection using Binarized Statistical Image Features.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012
Fingerprint Liveness Detection Based on Fake Finger Characteristics.
Int. J. Digit. Crime Forensics, 2012

Security evaluation of biometric authentication systems under real spoofing attacks.
IET Biom., 2012

Large Scale Experiments on Fingerprint Liveness Detection.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms.
Proceedings of the Multimedia and Security Workshop, 2012

Why template self-update should work in biometric authentication systems?
Proceedings of the 11th International Conference on Information Science, 2012

A dual-staged classification-selection approach for automated update of biometric templates.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Fingerprint liveness detection by local phase quantization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

LivDet 2011 - Fingerprint liveness detection competition 2011.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Evaluation of multimodal biometric score fusion rules under spoof attacks.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Evaluation of serial and parallel multibiometric systems under spoofing attacks.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Experimental Results on Fingerprint Liveness Detection.
Proceedings of the Articulated Motion and Deformable Objects, 2012

2011
Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Robustness Evaluation of Biometric Systems under Spoof Attacks.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks.
Proceedings of the International Carnahan Conference on Security Technology, 2011

Robustness of multi-modal biometric verification systems under realistic spoofing attacks.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Self adaptive systems: An experimental analysis of the performance over time.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

Robustness of multi-modal biometric systems under realistic spoof attacks against all traits.
Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

Fusion of Radio and Video Localization for People Tracking.
Proceedings of the Ambient Intelligence, 2011

2010
A Fingerprint Forensic Tool for Criminal Investigations.
Proceedings of the Handbook of Research on Computational Forensics, 2010

Analysis of Fingerprint Pores for Vitality Detection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Group-specific face verification using soft biometrics.
J. Vis. Lang. Comput., 2009

Personal identity verification by serial fusion of fingerprint and face matchers.
Pattern Recognit., 2009

Semi-supervised Co-update of Multiple Matchers.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification.
Proceedings of the Image Analysis and Processing, 2009

First International Fingerprint Liveness Detection Competition - LivDet 2009.
Proceedings of the Image Analysis and Processing, 2009

Template Update Methods in Adaptive Biometric Systems: A Critical Review.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Modelling FRR of Biometric Verification Systems Using the Template Co-update Algorithm.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
Performance of fingerprint quality measures depending on sensor technology.
J. Electronic Imaging, 2008

Fingerprint silicon Replicas: Static and Dynamic Features for Vitality Detection Using an Optical Capture Device.
Int. J. Image Graph., 2008

Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification.
Proceedings of the Structural, 2008

Template Selection by Editing Algorithms: A Case Study in Face Recognition.
Proceedings of the Structural, 2008

A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems.
Proceedings of the Structural, 2008

Replacement Algorithms for Fingerprint Template Update.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Capturing large intra-class variations of biometric data by template co-updating.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
Graph-Based and Structural Methods for Fingerprint Classification.
Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

Serial Fusion of Fingerprint and Face Matchers.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Template Co-update in Multimodal Biometric Systems.
Proceedings of the Advances in Biometrics, International Conference, 2007

Vitality Detection from Fingerprint Images: A Critical Survey.
Proceedings of the Advances in Biometrics, International Conference, 2007

Power spectrum-based fingerprint vitality detection.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006
Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms.
Int. J. Image Graph., 2006

Semi-supervised PCA-Based Face Recognition Using Self-training.
Proceedings of the Structural, 2006

Analysis and Selection of Features for the Fingerprint Vitality Detection.
Proceedings of the Structural, 2006

2005
Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function.
Pattern Recognit. Lett., 2005

A study on the performances of dynamic classifier selection based on local accuracy estimation.
Pattern Recognit., 2005

An Experimental Comparison of Fingerprint Classification Methods Using Graphs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2005

2004
Fingerprint verification by fusion of optical and capacitive sensors.
Pattern Recognit. Lett., 2004

Fusion of appearance-based face recognition algorithms.
Pattern Anal. Appl., 2004

High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors.
Proceedings of the Biometric Authentication, 2004

2003
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines.
Pattern Recognit., 2003

Fusion of Statistical and Structural Fingerprint Classifiers.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Experimental Results on Fusion of Multiple Fingerprint Matchers.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Fusion of LDA and PCA for Face Verification.
Proceedings of the Biometric Authentication, 2002

2001
Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Fingerprint Classification by Combination of Flat and Structural Approaches.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

A New Machine Learning Approach to Fingerprint Classification.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001


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