Facial beauty prediction and analysis based on deep convolutional neural network: a review

J Saeed, AM Abdulazeez - Journal of Soft Computing and …, 2021 - penerbit.uthm.edu.my
Facial attractiveness or facial beauty prediction (FBP) is a current study that has several
potential usages. It is a key difficulty area in the computer vision domain because of the few …

[HTML][HTML] Deep learning based face beauty prediction via dynamic robust losses and ensemble regression

F Bougourzi, F Dornaika, A Taleb-Ahmed - Knowledge-Based Systems, 2022 - Elsevier
In the last decade, several studies have shown that facial attractiveness can be learned by
machines. In this paper, we address Facial Beauty Prediction from static images. The paper …

Assessing facial symmetry and attractiveness using augmented reality

W Wei, ESL Ho, KD McCay, R Damaševičius… - Pattern Analysis and …, 2022 - Springer
Facial symmetry is a key component in quantifying the perception of beauty. In this paper,
we propose a set of facial features computed from facial landmarks which can be extracted …

[PDF][PDF] An ensemble dcnns-based regression model for automatic facial beauty prediction and analyzation

JN Saeed, AM Abdulazeez, DA Ibrahim - Traitement du Signal, 2023 - researchgate.net
Accepted: 10 February 2023 One of the most effective social aspects of the human face is its
attractiveness. Automatic facial beauty prediction (FBP) is an emerging research area that …

Deep learning for facial beauty prediction

K Cao, K Choi, H Jung, L Duan - Information, 2020 - mdpi.com
Facial beauty prediction (FBP) is a burgeoning issue for attractiveness evaluation, which
aims to make assessment consistent with human opinion. Since FBP is a regression …

FIAC-Net: Facial image attractiveness classification based on light deep convolutional neural network

JN Saeed, AM Abdulazeez… - … Conference on Computer …, 2022 - ieeexplore.ieee.org
Automatic facial beauty assessment is an emerging research area with various applications.
Modeling beauty objectively is an extremely challenging task, mainly due to the lack of a …

CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression

F Bougourzi, F Dornaika, N Barrena, C Distante… - Applied …, 2023 - Springer
In recent years, estimating beauty of faces has attracted growing interest in the fields of
computer vision and machine learning. This is due to the emergence of face beauty datasets …

Facial beauty prediction fusing transfer learning and broad learning system

J Gan, X Xie, Y Zhai, G He, C Mai, H Luo - Soft Computing, 2023 - Springer
Facial beauty prediction (FBP) is an important and challenging problem in the fields of
computer vision and machine learning. Not only it is easily prone to overfitting due to the …

2D Facial Images Attractiveness Assessment Based on Transfer Learning of Deep Convolutional Neural Networks

JN Saeed, AM Abdulazeez… - 2022 4th International …, 2022 - ieeexplore.ieee.org
While beauty is subjective, it is not easy to quantify. Assessing facial beauty based on a
computer perspective is an emerging research area with various applications. Different …

Geometric prior guided hybrid deep neural network for facial beauty analysis

T Peng, M Li, F Chen, Y Xu… - CAAI Transactions on …, 2024 - Wiley Online Library
Facial beauty analysis is an important topic in human society. It may be used as a guidance
for face beautification applications such as cosmetic surgery. Deep neural networks (DNNs) …