Gian Luca Marcialis

About Gian Luca Marcialis

Gian Luca Marcialis, With an exceptional h-index of 40 and a recent h-index of 23 (since 2020), a distinguished researcher at Università degli Studi di Cagliari, specializes in the field of pattern recognition, computer vision, biometrics, digital forensics.

His recent articles reflect a diverse array of research interests and contributions to the field:

SDFR: Synthetic Data for Face Recognition Competition

DeepFake detection based on high-frequency enhancement network for highly compressed content

Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection

Towards Contactless Fingerprint Presentation Attack Detection using Algorithms from the Contact-based Domain

Cybersecurity and AI: The PRALab Research Experience

Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces

Realistic fingerprint presentation attacks based on an adversarial approach

Leveraging Artificial Intelligence to Fight (Cyber) Bullying for Human Well-being: The BullyBuster Project

Gian Luca Marcialis Information

University

Position

Associate Professor @ Italy

Citations(all)

5598

Citations(since 2020)

2277

Cited By

4378

hIndex(all)

40

hIndex(since 2020)

23

i10Index(all)

95

i10Index(since 2020)

51

Email

University Profile Page

Università degli Studi di Cagliari

Google Scholar

View Google Scholar Profile

Gian Luca Marcialis Skills & Research Interests

pattern recognition

computer vision

biometrics

digital forensics

Top articles of Gian Luca Marcialis

Title

Journal

Author(s)

Publication Date

SDFR: Synthetic Data for Face Recognition Competition

arXiv preprint arXiv:2404.04580

Hatef Otroshi Shahreza

Christophe Ecabert

Anjith George

Alexander Unnervik

Sébastien Marcel

...

2024/4/6

DeepFake detection based on high-frequency enhancement network for highly compressed content

Expert Systems with Applications

Jie Gao

Zhaoqiang Xia

Gian Luca Marcialis

Chen Dang

Jing Dai

...

2024/9/1

Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection

Engineering Applications of Artificial Intelligence

Jie Gao

Marco Micheletto

Giulia Orrù

Sara Concas

Xiaoyi Feng

...

2024/7/1

Towards Contactless Fingerprint Presentation Attack Detection using Algorithms from the Contact-based Domain

Jannis Priesnitz

Roberto Casula

Christian Rathgeb

Gian Luca Marcialis

Christoph Busch

2023/9/20

Cybersecurity and AI: The PRALab Research Experience

CEUR WORKSHOP PROCEEDINGS

Maura Pintor

Giulia Orrú

Davide Maiorca

Ambra Demontis

Luca Demetrio

...

2023

Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces

Jie Gao

Sara Concas

Giulia Orrù

Xiaoyi Feng

Gian Luca Marcialis

...

2023/9/11

Realistic fingerprint presentation attacks based on an adversarial approach

IEEE Transactions on Information Forensics and Security

Roberto Casula

Giulia Orrù

Stefano Marrone

Umberto Gagliardini

Gian Luca Marcialis

...

2023/10/25

Leveraging Artificial Intelligence to Fight (Cyber) Bullying for Human Well-being: The BullyBuster Project

CEUR WORKSHOP PROCEEDINGS

Giulia Orrù

Antonio Galli

Vincenzo Gattulli

Michela Gravina

Stefano Marrone

...

2023

Development of Technologies for the Detection of (Cyber) Bullying Actions: The BullyBuster Project

Information

Giulia Orrù

Antonio Galli

Vincenzo Gattulli

Michela Gravina

Marco Micheletto

...

2023/8/1

3D Face Reconstruction: The Road to Forensics

Simone Maurizio La Cava

Giulia Orrù

Martin Drahansky

Gian Luca Marcialis

Fabio Roli

2023/10/21

Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication

CEUR WORKSHOP PROCEEDINGS

Roberto Casula

Antonio Galli

Michela Gravina

Stefano Marrone

Domenico Mattiello

...

2023

Introduction to presentation attack detection in fingerprint biometrics

Javier Hernandez-Ortega

Julian Fierrez

Aythami Morales

Javier Galbally

2023/1

Towards realistic fingerprint presentation attacks: The screenspoof method

Pattern Recognition Letters

Roberto Casula

Marco Micheletto

Giulia Orrú

Gian Luca Marcialis

Fabio Roli

2023/7/1

LivDet2023-Fingerprint Liveness Detection Competition: Advancing Generalization

Marco Micheletto

Roberto Casula

Giulia Orrù

Simone Carta

Sara Concas

...

2023/9/25

Review of the fingerprint liveness detection (livdet) competition series: from 2009 to 2021

Image and Vision Computing

Luca Ghiani

David A Yambay

Valerio Mura

Gian Luca Marcialis

Fabio Roli

...

2017/2/1

Human-Centered Evaluation of Anomalous Events Detection in Crowded Environments

Giulia Orrù

Elia Porcedda

Simone Maurizio La Cava

Roberto Casula

Gian Luca Marcialis

2023/9/20

Facilitating free travel in the Schengen area—A position paper by the European Association for Biometrics

IET biometrics

Christoph Busch

Farzin Deravi

Dinusha Frings

Els Kindt

Ralph Lessmann

...

2023/3

Preliminary Results on a" Real" Iris Recognition System under Challenging Operational Conditions

CEUR WORKSHOP PROCEEDINGS

Sara Concas

Giulia Orrù

Emiliano De Paoli

GIAN Marcialis

2023

Tensor-based deepfake detection in scaled and compressed images

Sara Concas

Gianpaolo Perelli

Gian Luca Marcialis

Giovanni Puglisi

2022/10/16

Mitigating sensor and acquisition method-dependence of fingerprint presentation attack detection systems by exploiting data from multiple devices

Applied Sciences

Marco Micheletto

Giulia Orrù

Roberto Casula

Gian Luca Marcialis

2022/10/2

See List of Professors in Gian Luca Marcialis University(Università degli Studi di Cagliari)

Co-Authors

H-index: 79
Fabio Roli

Fabio Roli

Università degli Studi di Cagliari

H-index: 71
Julian FIERREZ

Julian FIERREZ

Universidad Autónoma de Madrid

H-index: 68
Robert Sabourin

Robert Sabourin

École de Technologie Supérieure

H-index: 53
Giorgio Giacinto

Giorgio Giacinto

Università degli Studi di Cagliari

H-index: 49
Paolo Frasconi

Paolo Frasconi

Università degli Studi di Firenze

H-index: 48
Eric Granger

Eric Granger

École de Technologie Supérieure

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