DeepAge: Deep Learning of face-based age estimation

作者：

Highlights：

• An age estimation approach based on face images.

• The approach utilizes a convolutional neural network to compute an age-adaptive image representation.

• A metric learning scheme is applied to drive an age regression approach based on Support Vector Regression.

• The proposed scheme is shown to compare favorably with contemporary state-of-the-art schemes.

摘要

•An age estimation approach based on face images.•The approach utilizes a convolutional neural network to compute an age-adaptive image representation.•A metric learning scheme is applied to drive an age regression approach based on Support Vector Regression.•The proposed scheme is shown to compare favorably with contemporary state-of-the-art schemes.

论文关键词：

论文评审过程：Received 9 April 2019, Revised 21 June 2019, Accepted 4 August 2019, Available online 9 August 2019, Version of Record 12 August 2019.

论文官网地址：https://doi.org/10.1016/j.image.2019.08.003