Results and Achievements

2024-09-18

Paper about protecting facial recognition systems against morphing attacks presented at IJCB2024

Authors: VisTeam

Our paper entitled “MorFacing: A Benchmark for Estimation Face Recognition Robustness to Face Morphing Attacks”, first authored by PhD student Iurii Medeved, was presented at the International Joint Conference on Biometrics (IJCB) 2024 in Buffalo, NY, EUA by Prof. Nuno Gonçalves. The paper which was accepted for the Special Session dedicated to the theme Face Morphing Attack and Detection Techniques (FMADT-2024) was presented in a talk in the plenary session of the conference and then in a poster session.

This paper presents a new benchmark for comparison of the robustness of Facial Recognition Systems to Morphing Attacks. The potential impact of this paper is substantial as it will provide developers and researchers a tool to estimate the robustness of their algorithms of facial recognition.

Check the IJCB2024 paper for more details.

Related Content

Nuno Gonçalves
Researcher Coordinator, VIS TEAM Leader
Iurii Medvedev
Researcher
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MorFacing: A Benchmark for Estimation Face Recognition Robustness to Face Morphing Attacks

Authors: Iurii Medvedev and Nuno Gonçalves
Date:2024
Featured in: IEEE International Joint Conference on Biometrics (IJCB 2024)

Neural Implicit Morphing of Face Images

Authors: Guilherme Schardong, Tiago Novello, Hallison Paz, Iurii Medvedev, Vinícius da Silva, Luiz Velho and Nuno Gonçalves
Date:2024
Featured in: IEEE/CVF Conference on Computer Vision and Pattern Recognition

Quadruplet Loss For Improving the Robustness to Face Morphing Attacks

Authors: Iurii Medvedev and Nuno Gonçalves
Date:2024
Featured in: International Workshop on Biometrics and Forensics

Fused Classification for Differential Face Morphing Detection

Authors: Iurii Medvedev, Joana Alves Pimenta and Nuno Gonçalves
Date:2024
Featured in: IEEE/CVF Winter Conference on Applications of Computer Vision 2024

Impact of Image Context for Single Deep Learning Face Morphing Attack Detection

Authors: Joana Alves Pimenta, Iurii Medvedev and Nuno Gonçalves
Date:2023
Featured in: 2023 International Conference of the Biometrics Special Interest Group

MorDeephy: Face Morphing Detection via Fused Classification

Authors: Iurii Medvedev, Farhad Shadmand and Nuno Gonçalves
Date:2023
Featured in: 12th International Conference on Pattern Recognition Application and Methods, Lisbon, Portugal.
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RECENT PROJECTS

FACING2 – Face Image Understanding
VISUAL-ID – Unique Visual Identities in Graphics, Images and Faces
UniqueMark

RECENT PUBLICATIONS

MorFacing: A Benchmark for Estimation Face Recognition Robustness to Face Morphing Attacks

Authors: Iurii Medvedev and Nuno Gonçalves
Featured in: IEEE International Joint Conference on Biometrics (IJCB 2024)

Face Liveness Detection Competition (LivDet-Face)

Authors: Lambert Igene, Afzal Hossain, Stephanie Schuckers, Mohammad Zahir Uddin Chowdhury, Humaira Rezaie, Ayden Rollins, Jesse Dykes, Rahul Vijaykumar, Sebastien Marcel, Juan Tapia, Carlos Aravena, Daniel Schulz, Nima Karimian and Anafsheh Adami, Diogo Nunes, João Marcos, Nuno Gonçalves, Lovro Sikošek, Borut Batagelj, Nima Schei, David Pabon, Manuela Tiedemann, Vasiliy Pryadchenko, Aleksandr Alenin, Alhasan Alkhaddour, Anton Pimenov, Artem Tregubov, Igor Avdonin, Maxim Lazantsev and Mikhail Pozigun
Featured in: IEEE International Joint Conference on Biometrics Competitions, 2024

Social NSTransformers: Low-Quality Pedestrian Trajectory Prediction

Authors: Zihan Jiang, Yiqun Ma, Bingyu Shi, Xin Lu, Jian Xing, Nuno Gonçalves and Bo Jin
Featured in: IEEE Transactions on Artificial Intelligence

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Institute of Systems and Robotics Department of Electrical and Computers Engineering University of Coimbra