Age estimation via face images: a survey

R Angulu, JR Tapamo, AO Adewumi - EURASIP Journal on Image and …, 2018 - Springer
Facial aging adversely impacts performance of face recognition and face verification and
authentication using facial features. This stochastic personalized inevitable process poses …

[HTML][HTML] Artificial intelligence in forensic medicine and forensic dentistry

M Vodanović, M Subašić, D Milošević… - The journal of forensic …, 2023 - ncbi.nlm.nih.gov
This review article aims to highlight the current possibilities for applying Artificial Intelligence
in modern forensic medicine and forensic dentistry and present the advantages and …

Masked contrastive graph representation learning for age estimation

Y Shou, X Cao, H Liu, D Meng - Pattern Recognition, 2025 - Elsevier
Age estimation of face images is a crucial task with various practical applications in areas
such as video surveillance and Internet access control. While deep learning-based age …

An ensemble CNN2ELM for age estimation

M Duan, K Li, K Li - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Age estimation is a challenging task, because it can be easily affected by gender, race, and
other intrinsic and extrinsic attributes. At the same time, performing age estimation for a …

Face image age estimation based on data augmentation and lightweight convolutional neural network

X Liu, Y Zou, H Kuang, X Ma - Symmetry, 2020 - mdpi.com
Face images contain many important biological characteristics. The research directions of
face images mainly include face age estimation, gender judgment, and facial expression …

Improving face-based age estimation with attention-based dynamic patch fusion

H Wang, V Sanchez, CT Li - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
With the increasing popularity of convolutional neural networks (CNNs), recent works on
face-based age estimation employ these networks as the backbone. However, state-of-the …

Age from faces in the deep learning revolution

V Carletti, A Greco, G Percannella… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Face analysis includes a variety of specific problems as face detection, person identification,
gender and ethnicity recognition, just to name the most common ones; in the last two …

Label-sensitive deep metric learning for facial age estimation

H Liu, J Lu, J Feng, J Zhou - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
In this paper, we present a label-sensitive deep metric learning (LSDML) approach for facial
age estimation. Motivated by the fact that human age labels are chronologically correlated …

Neural networks for facial age estimation: a survey on recent advances

P Punyani, R Gupta, A Kumar - Artificial Intelligence Review, 2020 - Springer
Soft biometrics has emerged out to be a new area of interest for the researchers due to its
growing real-world applications. It includes the estimation of demographic traits like age …

On the use of DAG-CNN architecture for age estimation with multi-stage features fusion

S Taheri, Ö Toygar - Neurocomputing, 2019 - Elsevier
Accurate facial age estimation is quite challenging, since ageing process is dependent on
gender, ethnicity, lifestyle and many other factors, therefore actual age and apparent age …