Synthetic data in human analysis: A survey

I Joshi, M Grimmer, C Rathgeb, C Busch… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Deep neural networks have become prevalent in human analysis, boosting the performance
of applications, such as biometric recognition, action recognition, as well as person re …

A systematic literature review on the effectiveness of deepfake detection techniques

L Stroebel, M Llewellyn, T Hartley, TS Ip… - Journal of Cyber …, 2023 - Taylor & Francis
With technological advances, the generation of deepfake material is now within reach of
those operating consumer-grade hardware. As a result, much research has been …

Gandiffface: Controllable generation of synthetic datasets for face recognition with realistic variations

P Melzi, C Rathgeb, R Tolosana… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face recognition systems have significantly advanced in recent years, driven by the
availability of large-scale datasets. However, several issues have recently came up …

[HTML][HTML] FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems

P Melzi, R Tolosana, R Vera-Rodriguez, M Kim… - Information …, 2024 - Elsevier
This article presents FRCSyn-onGoing, an ongoing challenge for face recognition where
researchers can easily benchmark their systems against the state of the art in an open …

[HTML][HTML] BehavePassDB: public database for mobile behavioral biometrics and benchmark evaluation

G Stragapede, R Vera-Rodriguez, R Tolosana… - Pattern Recognition, 2023 - Elsevier
Mobile behavioral biometrics have become a popular topic of research, reaching promising
results in terms of authentication, exploiting a multimodal combination of touchscreen and …

[HTML][HTML] DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation

R Tolosana, S Romero-Tapiador… - … Applications of Artificial …, 2022 - Elsevier
Media forensics has attracted a tremendous attention in the last years in part due to the
increasing concerns around DeepFakes. Since the release of the initial DeepFakes …

FRCSyn challenge at WACV 2024: Face recognition challenge in the era of synthetic data

P Melzi, R Tolosana… - Proceedings of the …, 2024 - openaccess.thecvf.com
Despite the widespread adoption of face recognition technology around the world, and its
remarkable performance on current benchmarks, there are still several challenges that must …

Ecg biometric recognition: Review, system proposal, and benchmark evaluation

P Melzi, R Tolosana, R Vera-Rodriguez - IEEE Access, 2023 - ieeexplore.ieee.org
ECGs have shown unique patterns to distinguish between different subjects and present
important advantages compared to other biometric traits. However, the lack of public data …

A comprehensive taxonomy on multimedia video forgery detection techniques: challenges and novel trends

W El-Shafai, MA Fouda, ESM El-Rabaie… - Multimedia Tools and …, 2024 - Springer
Thousands of videos are posted on websites and social media every day, including Twitter,
Facebook, WhatsApp, Instagram, and YouTube. Newspapers, law enforcement publications …

TypeFormer: Transformers for mobile keystroke biometrics

G Stragapede, P Delgado-Santos, R Tolosana… - Neural Computing and …, 2024 - Springer
The broad usage of mobile devices nowadays, the sensitiveness of the information
contained in them, and the shortcomings of current mobile user authentication methods are …