Face image quality vector assessment for biometrics applications

N Najafzadeh, H Kashiani… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we propose a multi-task convolutional neural network which produces an
image quality vector for an input face image. This image quality vector contains the face …

State of the art of quality assessment of facial images

J Merkle, C Rathgeb, B Tams, DP Lou, A Dörsch… - arxiv preprint arxiv …, 2022 - arxiv.org
The goal of the project" Facial Metrics for EES" is to develop, implement and publish an
open source algorithm for the quality assessment of facial images (OFIQ) for face …

CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration

FZ Ou, C Li, S Wang, S Kwong - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Abstract Face Image Quality Assessment (FIQA) is pivotal for guaranteeing the accuracy of
face recognition in unconstrained environments. Recent progress in deep quality-fitting …

[HTML][HTML] Comprehensive Review and Future Research Directions on ICT Standardisation

MN Mahdi, R Walshe, S Farrell, HJ Pandit - Information, 2024 - mdpi.com
Standardisation has become imperative to retaining order and development in modern
society. The simplest actions, such as train timings and the width of the railroad, would be …

E2F-GAN: Eyes-to-face inpainting via edge-aware coarse-to-fine GANs

A Hassanpour, AE Daryani, M Mirmahdi, K Raja… - IEEE …, 2022 - ieeexplore.ieee.org
Face inpainting is a challenging task aiming to fill the damaged or masked regions in face
images with plausibly synthesized contents. Based on the given information, the …

Measuring bias in AI models: an statistical approach introducing N-Sigma

D DeAlcala, I Serna, A Morales, J Fierrez… - 2023 IEEE 47th …, 2023 - ieeexplore.ieee.org
The new regulatory framework proposal on Artificial Intelligence (AI) published by the
European Commission establishes a new risk-based legal approach. The proposal …

FaceQgen: Semi-supervised deep learning for face image quality assessment

J Hernandez-Ortega, J Fierrez, I Serna… - 2021 16th IEEE …, 2021 - ieeexplore.ieee.org
In this paper we develop FaceQgen 1 1 Publicly available in: https://github. com/uam-
biometrics/FaceQgen, a No-Reference Quality Assessment approach for face images based …

Automatic validation of icao compliance regarding head coverings: an inclusive approach concerning religious circumstances

C Guerra, J Marcos, N Gonçalves - … International Conference of …, 2023 - ieeexplore.ieee.org
This paper contributes with a dataset and an algorithm that automatically verifies the
compliance with the ICAO requirements related to the use of head coverings on facial …

Multi-Task Explainable Quality Networks for Large-Scale Forensic Facial Recognition

AM Rodriguez, L Unzueta, Z Geradts… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Identifying suspects from surveillance footage is a crucial task in forensic investigations, but
it is often hindered by the variable conditions of observation and the large amounts of data …

Radial Distortion in Face Images: Detection and Impact

W Kabbani, T Le Pessot, K Raja… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
Acquiring face images of sufficiently high quality is important for online ID and travel
document issuance applications using face recognition systems (FRS). Low-quality …