A Comparative Evaluation of Regression Learning Algorithms for Facial Age Estimation

2015 ◽  
pp. 133-144 ◽  
Author(s):  
Carles Fernández ◽  
Ivan Huerta ◽  
Andrea Prati
Keyword(s):  
Age Estimation ◽  
Comparative Evaluation ◽  
Learning Algorithms ◽  
Regression Learning ◽  
Facial Age

A Review of Different Techniques of Age Estimation from Human Face

2018 ◽  
Vol 4 (10) ◽  
pp. 6
Author(s):  
Khemchandra Patel ◽  
Dr. Kamlesh Namdev
Keyword(s):  
Age Estimation ◽  
Real Life ◽  
Extraction Methods ◽  
Human Face ◽  
Age Changes ◽  
Missing Children ◽  
Different Types ◽  
Age Variation ◽  
Human Faces ◽  
Facial Age

Age changes cause major variations in the appearance of human faces. Due to many lifestyle factors, it is difficult to precisely predict how individuals may look with advancing years or how they looked with "retreating" years. This paper is a review of age variation methods and techniques, which is useful to capture wanted fugitives, finding missing children, updating employee databases, enhance powerful visual effect in film, television, gaming field. Currently there are many different methods available for age variation. Each has their own advantages and purpose. Because of its real life applications, researchers have shown great interest in automatic facial age estimation. In this paper, different age variation methods with their prospects are reviewed. This paper highlights latest methodologies and feature extraction methods used by researchers to estimate age. Different types of classifiers used in this domain have also been discussed.

Adaptive Variance Based Label Distribution Learning for Facial Age Estimation

2020 ◽  
pp. 379-395
Author(s):  
Xin Wen ◽  
Biying Li ◽  
Haiyun Guo ◽  
Zhiwei Liu ◽  
Guosheng Hu ◽  
...  
Keyword(s):  
Age Estimation ◽  
Label Distribution Learning ◽  
Label Distribution ◽  
Facial Age

scholarly journals A Comparative Evaluation of Three Different Dental Age Estimation Methods in India: A Test of Ethnic Variability

2020 ◽  
Vol 13 (1) ◽  
pp. 16-20
Author(s):  
Manjit Talwar ◽  
Kirti Chaudhry ◽  
Ashish Choudhary ◽  
Arun K Patnana ◽  
Narasimha RV Vanga ◽  
...  
Keyword(s):  
Age Estimation ◽  
Comparative Evaluation ◽  
Estimation Methods ◽  
Dental Age ◽  
Dental Age Estimation ◽  
Ethnic Variability

Facial Age Estimation by Learning Label Distribution CNN

2021 ◽  
Author(s):  
Kuan-Hsien Liu ◽  
Chun-Te Chang ◽  
Tsung-Jung Liu
Keyword(s):  
Age Estimation ◽  
Label Distribution ◽  
Facial Age

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

2019 ◽  
Vol 53 (5) ◽  
pp. 3299-3347 ◽  
Author(s):  
Prachi Punyani ◽  
Rashmi Gupta ◽  
Ashwani Kumar
Keyword(s):  
Neural Networks ◽  
Age Estimation ◽  
Recent Advances ◽  
Facial Age

scholarly journals Hierarchical Facial Age Estimation Using Gaussian Process Regression

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 9142-9152 ◽  
Author(s):  
Manisha M. Sawant ◽  
Kishor Bhurchandi
Keyword(s):  
Gaussian Process ◽  
Age Estimation ◽  
Gaussian Process Regression ◽  
Facial Age
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