Classical and modern face recognition approaches: a complete review

W Ali, W Tian, SU Din, D Iradukunda… - Multimedia tools and …, 2021 - Springer
Human face recognition have been an active research area for the last few decades.
Especially, during the last five years, it has gained significant research attention from …

Deep learning pipelines for recognition of gait biometrics with covariates: a comprehensive review

A Parashar, A Parashar, W Ding, RS Shekhawat… - Artificial Intelligence …, 2023 - Springer
This paper presents a comprehensive exposition of deep learning architectures and
pipelines for biometric applications using complex characteristics of human gait. The variety …

The misgendering machines: Trans/HCI implications of automatic gender recognition

O Keyes - Proceedings of the ACM on human-computer …, 2018 - dl.acm.org
Automatic Gender Recognition (AGR) is a subfield of facial recognition that aims to
algorithmically identify the gender of individuals from photographs or videos. In wider society …

Demographic bias in biometrics: A survey on an emerging challenge

P Drozdowski, C Rathgeb, A Dantcheva… - … on Technology and …, 2020 - ieeexplore.ieee.org
Systems incorporating biometric technologies have become ubiquitous in personal,
commercial, and governmental identity management applications. Both cooperative (eg …

A comprehensive study on face recognition biases beyond demographics

P Terhörst, JN Kolf, M Huber… - … on Technology and …, 2021 - ieeexplore.ieee.org
Face recognition (FR) systems have a growing effect on critical decision-making processes.
Recent works have shown that FR solutions show strong performance differences based on …

Heterogeneous face attribute estimation: A deep multi-task learning approach

H Han, AK Jain, F Wang, S Shan… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Face attribute estimation has many potential applications in video surveillance, face
retrieval, and social media. While a number of methods have been proposed for face …

11K Hands: Gender recognition and biometric identification using a large dataset of hand images

M Afifi - Multimedia Tools and Applications, 2019 - Springer
Human hand not only possesses distinctive feature for gender information, it is also
considered one of the primary biometric traits used to identify a person. Unlike face images …

Sensors of smart devices in the internet of everything (IoE) era: big opportunities and massive doubts

M Masoud, Y Jaradat, A Manasrah… - Journal of …, 2019 - Wiley Online Library
Smart device industry allows developers and designers to embed different sensors,
processors, and memories in small‐size electronic devices. Sensors are added to enhance …

PrivacyNet: Semi-adversarial networks for multi-attribute face privacy

V Mirjalili, S Raschka, A Ross - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Recent research has established the possibility of deducing soft-biometric attributes such as
age, gender, and race from an individual's face image with high accuracy. However, this …

Facial soft biometrics for recognition in the wild: Recent works, annotation, and COTS evaluation

E Gonzalez-Sosa, J Fierrez… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The role of soft biometrics to enhance person recognition systems in unconstrained
scenarios has not been extensively studied. Here, we explore the utility of the following …