The landscape of facial processing applications in the context of the European AI Act and the development of trustworthy systems

I Hupont, S Tolan, H Gunes, E Gómez - Scientific Reports, 2022 - nature.com
This work focuses on facial processing, which refers to artificial intelligence (AI) systems that
take facial images or videos as input data and perform some AI-driven processing to obtain …

Face shapenets for 3d face recognition

M Jabberi, A Wali, B Neji, T Beyrouthy, AM Alimi - IEEE Access, 2023 - ieeexplore.ieee.org
In this paper, we present a deep learning-based method for 3D face recognition. Unlike
some previous works, our process does not rely on face representation methods as a proxy …

A study on the effect of ageing in facial authentication and the utility of data augmentation to reduce performance bias across age groups

W Yao, MA Farooq, J Lemley, P Corcoran - IEEE Access, 2023 - ieeexplore.ieee.org
This work presents a study on the effects of aging on the performance and reliability of facial
authentication methods. First, a brief review of the literature on the effect of age on face …

A Framework for Assessing Proportionate Intervention with Face Recognition Systems in Real-Life Scenarios

P Negri, I Hupont, E Gomez - arXiv preprint arXiv:2402.05731, 2024 - arxiv.org
Face recognition (FR) has reached a high technical maturity. However, its use needs to be
carefully assessed from an ethical perspective, especially in sensitive scenarios. This is …

Weighted Linear Loss Large Margin Distribution Machine for Pattern Classification

L Liu, M Chu, R Gong, L Liu… - Chinese Journal of …, 2024 - ieeexplore.ieee.org
Compared with support vector machine, large margin distribution machine (LDM) has better
generalization performance. The central idea of LDM is to maximize the margin mean and …

Enhanced face age progression and regression model using hyper-parameter tuning-large scale GAN by hybrid heuristic improvement

T Yadav, R Sachdeo - The Imaging Science Journal, 2023 - Taylor & Francis
The main challenge is to automate the model for aged or de-aged face generation.
However, there are certain limitations on accuracy for age estimation and identity …

[PDF][PDF] Face Detection Based on Cascading Support Vector Machines

Z Lv - 2022 - scholar-press.com
With the development of society, the world's population mobility, mobility speed and mobility
area are increasing, and face detection and recognition technology also plays an important …

Base de imágenes latinoamericana para reconocimiento facial

C Di Ielsi, P Negri - II Simposio Argentino de Imágenes y Visión …, 2021 - sedici.unlp.edu.ar
Considerando la relevancia e impacto de los crecientes data-sets en el área de
reconocimiento facial, introducimos una base de datos conformada exclusivamente por …