Type of Publication

Conference Papers

Date:

1 /

2024

Status

Published

DOI:

10.1109/WACVW60836.2024.00114

Fused Classification for Differential Face Morphing Detection

Featured in:

IEEE/CVF Winter Conference on Applications of Computer Vision 2024

Authors:

Iurii Medvedev, Joana Alves Pimenta and Nuno Gonçalves

Abstract

Face morphing, a sophisticated presentation attack tech- nique, poses signi cant security risks to face recognition systems. Traditional methods struggle to detect morph- ing attacks, which involve blending multiple face images to create a synthetic image that can match different individ- uals. In this paper, we focus on the differential detection of face morphing and propose an extended approach based on fused classi cation method for no-reference scenario. We introduce a public face morphing detection benchmark for the differential scenario and utilize a specific data mining technique to enhance the performance of our approach. Experimental results demonstrate the effectiveness of our method in detecting morphing attacks.

Citation
Iurii Medvedev, Joana Alves Pimenta and Nuno Gonçalves (2024). Fused Classification For Differential Face Morphing Detection. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 1043-1050). DOI: 10.1109/WACVW60836.2024.00114

Related Content

Researcher Coordinator, VIS TEAM Leader
Researcher
Master Student
News: Results and Achievements
Paper about protecting facial recognition systems...
September 18, 2024
News: Scientific Events
CVPR2024 publication on Morphing of Face...
June 19, 2024
No tagged content to show
No tagged content to show

RECENT PUBLICATIONS

Geometric implicit neural representations for signed distance functions

Authors: Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, Daniel Perazzo, Hélio Lopes, Nuno Gonçalves, Luiz Velho
Featured in: Special Section on SIBGRAPI 2023 Tutorials

Towards Secure Biometric Solutions: Enhancing Facial Recognition while Protecting User Data

Authors: Jose Silva, Aniana Cruz, Bruno Sousa and Nuno Gonçalves
Featured in: 14th International Conference on Pattern Recognition Applications and Methods (ICPRAM) 2025

StylePuncher: encoding a hidden QR code into images

Authors: Farhad Shadmand, Luiz Schirmer and Nuno Gonçalves
Featured in: 14th International Conference on Pattern Recognition Applications and Methods (ICPRAM) 2025

suggested news

Announcement of (8) Research Grants
Best Paper Award @ICPRAM 2025
Nuno Gonçalves serves as jury member for PhD...

RECENT PROJECTS

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

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