Age-invariant face recognition based on identity inference from appearance age

作者：

Highlights：

• An age-invariant face recognition scheme based on appearance age is proposed.

• Human identity and aging variables are simultaneously modeled using Probabilistic LDA.

• Human identity features obtained from different approaches are combined efficiently together with correlations maximized for face recognition.

摘要

• An age-invariant face recognition scheme based on appearance age is proposed.• Human identity and aging variables are simultaneously modeled using Probabilistic LDA.• Human identity features obtained from different approaches are combined efficiently together with correlations maximized for face recognition.

论文关键词：Age-invariant,Canonical correlation analysis,Face recognition,Face verification,Identity inference,Probabilistic LDA

论文评审过程：Received 27 June 2017, Revised 7 October 2017, Accepted 30 October 2017, Available online 31 October 2017, Version of Record 10 November 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.10.036