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 …

Age estimation via grou** and decision fusion

KH Liu, S Yan, CCJ Kuo - IEEE Transactions on Information …, 2015 - ieeexplore.ieee.org
We present a novel multistage learning system, called grou** estimation fusion (GEF), for
human age estimation via facial images. The GEF consists of three stages:(1) age …

No-reference image quality assessment by wide-perceptual-domain scorer ensemble method

TJ Liu, KH Liu - IEEE Transactions on Image Processing, 2017 - ieeexplore.ieee.org
A no-reference (NR) learning-based approach to assess image quality is presented in this
paper. The devised features are extracted from wide perceptual domains, including …

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 …

A structure-based human facial age estimation framework under a constrained condition

KH Liu, TJ Liu - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
Develo** an automatic age estimation method toward human faces continues to possess
an important role in computer vision and pattern recognition. Many studies regarding facial …

A paraboost method to image quality assessment

TJ Liu, KH Liu, JY Lin, W Lin… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
An ensemble method for full-reference image quality assessment (IQA) based on the
parallel boosting (ParaBoost) idea is proposed in this paper. We first extract features from …

Fusion of triple attention to residual in residual dense block to attention based cnn for facial expression recognition

KH Liu, CH Chiu, TJ Liu - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
In recent years, facial expression recognition has always been a popular research topic.
Since the variation among human facial expressions is huge, facial expression recognition …

Age estimation via fusion of depthwise separable convolutional neural networks

KH Liu, HH Liu, PK Chan, TJ Liu… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this paper, a deep Convolutional Neural Network CNN based system, called Depthwise
Separable Convolutional Neural Network (DSCNN) fusion system, for human facial age …

A new method to estimate ages of facial image for large database

YW Chen, DH Lai, H Qi, JL Wang, JX Du - Multimedia Tools and …, 2016 - Springer
As a common consensus that the appearances of different persons with the same age
diverge widely, we have an opinion that the estimated result of a facial image should be a …

Facial expression recognition in the wild using fam, rrdb and vision transformer based convolutional neural networks

KH Liu, XK Shih, TJ Liu, WR Liu - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Facial expression recognition in the wild is a quite challenge task because facial images
captured in natural settings are often affected by various factors such as irregular occlusions …