Joint gender, ethnicity and age estimation from 3D faces: An experimental illustration of their correlations

作者:

Highlights:

• Propose a set of 3D face descriptors and effectively recognize gender/ethnicity/age

• Propose joint recognition of the traits and demonstrate their correlations are useful

• This is first work on 3D face age estimation, and joint 3D traits estimation

摘要

•Propose a set of 3D face descriptors and effectively recognize gender/ethnicity/age•Propose joint recognition of the traits and demonstrate their correlations are useful•This is first work on 3D face age estimation, and joint 3D traits estimation

论文关键词:3D face,Gender,Ethnicity,Age,Correlation,Random Forest,Feature selection

论文评审过程:Received 28 October 2015, Revised 21 March 2017, Accepted 16 June 2017, Available online 28 June 2017, Version of Record 19 July 2017.

论文官网地址:https://doi.org/10.1016/j.imavis.2017.06.004