5 papers
The Third Competition on Document Forgery Detection on ID-Cards and Passports
Juan E. Tapia, Mario Nieto, Juan M. Espin +4
This paper presents a comprehensive analysis of the results from the Third International Competition on Document Forgery Detection on ID-Cards and Passports, which was held across…
Multimodal Models Meet Presentation Attack Detection on ID Documents
Marina Villanueva, Juan M. Espin, Juan E. Tapia
The integration of multimodal models into Presentation Attack Detection (PAD) for ID Documents represents a significant advancement in biometric security. Traditional PAD systems r…
ID-Card Synthetic Generation: Toward a Simulated Bona fide Dataset
Qingwen Zeng, Juan E. Tapia, Izan Garcia +2
Nowadays, the development of a Presentation Attack Detection (PAD) system for ID cards presents a challenge due to the lack of images available to train a robust PAD system and the…
Enhanced Deep Learning DeepFake Detection Integrating Handcrafted Features
Alejandro Hinke-Navarro, Mario Nieto-Hidalgo, Juan M. Espin +1
The rapid advancement of deepfake and face swap technologies has raised significant concerns in digital security, particularly in identity verification and onboarding processes. Co…
Second Competition on Presentation Attack Detection on ID Card
Juan E. Tapia, Mario Nieto, Juan M. Espin +30
This work summarises and reports the results of the second Presentation Attack Detection competition on ID cards. This new version includes new elements compared to the previous on…