Palmprint Recognition: Extensive exploration of databases, methodologies, comparative assessment, and future directions

N Amrouni, A Benzaoui, A Zeroual - Applied Sciences, 2023 - mdpi.com
This paper presents a comprehensive survey examining the prevailing feature extraction
methodologies employed within biometric palmprint recognition models. It encompasses a …

Maad-face: A massively annotated attribute dataset for face images

P Terhörst, D Fährmann, JN Kolf… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Soft-biometrics play an important role in face biometrics and related fields since these might
lead to biased performances, threaten the user's privacy, or are valuable for commercial …

Facial masks and soft‐biometrics: Leveraging face recognition CNNs for age and gender prediction on mobile ocular images

F Alonso‐Fernandez, K Hernandez‐Diaz… - IET …, 2021 - Wiley Online Library
We address the use of selfie ocular images captured with smartphones to estimate age and
gender. Partial face occlusion has become an issue due to the mandatory use of face …

Taa-gcn: A temporally aware adaptive graph convolutional network for age estimation

M Korban, P Youngs, ST Acton - Pattern Recognition, 2023 - Elsevier
This paper proposes a novel age estimation algorithm, the Temporally-Aware Adaptive
Graph Convolutional Network (TAA-GCN). Using a new representation based on graphs, the …

Benchmarking neural network compression techniques for ocular-based user authentication on smartphones

A Almadan, A Rattani - IEEE Access, 2023 - ieeexplore.ieee.org
With the unprecedented mobile technology revolution, mobile devices have transcended
from being the primary means of communication to an all-in-one platform. Consequently, an …

M2FRED: Mobile masked face REcognition through periocular dynamics analysis

L Cimmino, M Nappi, F Narducci, C Pero - IEEE Access, 2022 - ieeexplore.ieee.org
Recent regulations to block the widespread transmission of COVID-19 disease among
people impose the use of facial masks indoor and outdoor. Such restriction becomes critical …

Impact on Biometric Identification Systems of COVID‐19

Y Guo - Scientific Programming, 2021 - Wiley Online Library
COVID‐19 has had an inevitable impact on the daily life of people in 2020. Changes in
behavior such as wearing masks have a considerable impact on biometric systems …

Probing fairness of mobile ocular biometrics methods across gender on VISOB 2.0 dataset

A Krishnan, A Almadan, A Rattani - … : Virtual Event, January 10-15, 2021 …, 2021 - Springer
Recent research has questioned the fairness of face-based recognition and attribute
classification methods (such as gender and race) for dark-skinned people and women …

GFPNet: Generalizable Face Privacy Network with Dynamic Defense Training

Y Li, S Zhou, D Tang, L Ouyang, J Liu - ACM Transactions on Multimedia …, 2025 - dl.acm.org
Face recognition is a technology that automatically identifies individuals and has been
extensively deployed in various domains, including finance, military, daily life, and public …

Does a face mask protect my privacy?: Deep learning to predict protected attributes from masked face images

S Seneviratne, N Kasthuriarachchi… - … Joint Conference on …, 2022 - Springer
Contactless and efficient systems are implemented rapidly to advocate preventive methods
in the fight against the COVID-19 pandemic. Despite the positive benefits of such systems …