Accurate Age Estimation Using Multi-Task Siamese Network-Based Deep Metric Learning for Frontal Face Images

Accurate Age Estimation Using Multi-Task Siamese Network-Based Deep Metric Learning for Frontal Face Images

Recently, there have been many studies on the automatic extraction of facial information using machine learning. Age estimation from frontal face images is becoming important, with various applications. Our proposed work is based on a binary classifier that only determines whether two input images a...

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Bibliographic Details
Main Authors: Yoosoo Jeong, Seungmin Lee, Daejin Park, Kil Houm Park
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Symmetry
Subjects:
convolutional neural network (CNN)
deep metric learning
multi-task learning
image classification
age estimation
Online Access:http://www.mdpi.com/2073-8994/10/9/385

Internet

http://www.mdpi.com/2073-8994/10/9/385

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