Towards understanding the character of quality sampling in deep learning face recognition

I Medvedev, J Tremoço, B Mano, LE Santo… - IET …, 2022 - Wiley Online Library
Face recognition has become one of the most important modalities of biometrics in recent
years. It widely utilises deep learning computer vision tools and adopts large collections of …

Artificial Intelligence Applications and Innovations: Day-to-Day Life Impact

JMF Rodrigues, PJS Cardoso, M Chinnici - Applied Sciences, 2023 - mdpi.com
The idea of an intelligent machine has fascinated humans for centuries. But what is
intelligence? Some define it as the capacity for learning, reasoning, understanding or, from a …

Improving Performance of Facial Biometrics With Quality-Driven Dataset Filtering

I Medvedev, N Gonçalves - 2023 IEEE 17th International …, 2023 - ieeexplore.ieee.org
Advancements in deep learning techniques and availability of large scale face datasets led
to significant performance gains in face recognition in recent years. Modern face recognition …

Card3DFace—An Application to Enhance 3D Visual Validation in ID Cards and Travel Documents

L Dihl, L Cruz, N Goncalves - Applied Sciences, 2021 - mdpi.com
The identification of a person is a natural way to gain access to information or places. A face
image is an essential element of visual validation. In this paper, we present the Card3DFace …

Revisión sistemática de la literatura sobre métodos de autenticación biométrica en aplicaciones móviles.: Systematic literature review on biometric authentication …

GSB Zambrano… - … Científica Multidisciplinar G …, 2024 - revista.gnerando.org
La investigación se basa en una revisión sistemática de la literatura (RSL) siguiendo la
metodología de Kitchenham y Charters, y se estructura en tres fases: planificación …

Improving deep learning face recognition for ID and travel document applications with quality assessment

JFG Tremoço - 2021 - estudogeral.uc.pt
Current face recognition methods are based on deep neural networks that require large
amounts of data to be effective. The large datasets publicly available are mostly collections …

Liveness Detection and Facial Recognition with Multi-Modal Features

AP Graça - 2021 - estudogeral.uc.pt
The interest in the topic of Liveness Detection has been increasing in the past few years due
to the development of new tools and knowledge in the area of biometry. Liveness Detection …