Face recognition and age estimation implications of changes in facial features: A critical review study

RR Atallah, A Kamsin, MA Ismail… - IEEE …, 2018 - ieeexplore.ieee.org
Facial features are considered as one of the important personal characteristics. This can be
used in many applications, such as face recognition and age estimation. The value of these …

A competition on generalized software-based face presentation attack detection in mobile scenarios

Z Boulkenafet, J Komulainen, Z Akhtar… - … joint conference on …, 2017 - ieeexplore.ieee.org
In recent years, software-based face presentation attack detection (PAD) methods have
seen a great progress. However, most existing schemes are not able to generalize well in …

Attractive-and-repulsive center-symmetric local binary patterns for texture classification

Y Ruichek - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
Aiming at the defect of Local Binary Pattern (LBP) and its variants, this paper presents a new
modeling of the conventional LBP operator for texture classification. Named Attractive-and …

Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition

F Bougourzi, F Dornaika, K Mokrani… - Expert Systems with …, 2020 - Elsevier
In this paper, we propose combining between the transformed hand-crafted and deep
features using PCA to recognize the six-basic facial expressions from static images. To …

Feature fusion via deep random forest for facial age estimation

O Guehairia, A Ouamane, F Dornaika, A Taleb-Ahmed - Neural Networks, 2020 - Elsevier
In the last few years, human age estimation from face images attracted the attention of many
researchers in computer vision and machine learning fields. This is due to its numerous …

Robust regression with deep CNNs for facial age estimation: An empirical study

F Dornaika, SE Bekhouche… - Expert Systems with …, 2020 - Elsevier
Recent works have shown that deep Convolutional Neural Networks (CNNs) can be very
effective for image-based age estimation. However, the proposed approaches significantly …

[HTML][HTML] An Intelligent handcrafted feature selection using Archimedes optimization algorithm for facial analysis

I Neggaz, H Fizazi - Soft Computing, 2022 - Springer
Human facial analysis (HFA) has recently become an attractive topic for computer vision
research due to technological progress and mobile applications. HFA explores several …

Personality traits and job candidate screening via analyzing facial videos

S Eddine Bekhouche, F Dornaika… - Proceedings of the …, 2017 - openaccess.thecvf.com
In this paper, we propose a novel approach for estimating the Big Five personality traits and
the job candidate screening attribute through facial videos. At running time, the proposed …

[HTML][HTML] Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection

SE Bekhouche, I Kajo, Y Ruichek, F Dornaika - Neural Networks, 2022 - Elsevier
Eye blink detection is a challenging problem that many researchers are working on because
it has the potential to solve many facial analysis tasks, such as face anti-spoofing, driver …

A survey on facial soft biometrics for video surveillance and forensic applications

F Becerra-Riera, A Morales-González… - Artificial Intelligence …, 2019 - Springer
The face is one of the most reliable and easy-to-acquire biometric features, widely used for
the recognition of individuals. In controlled environments facial recognition systems are …