Hybrid Ageing Patterns for face age estimation

作者：

Highlights：

• A novel wrinkle representation, Multi-scale Wrinkle Patterns (MWP), is proposed.

• Assessment of wrinkle detection algorithms on ten predefined facial regions

• Hybrid Ageing Patterns (HAP) is proposed for face age estimation.

• HAP outperformed on FERET and MORPH when compared to FAM, BIF, KLBP and MWP.

摘要

•A novel wrinkle representation, Multi-scale Wrinkle Patterns (MWP), is proposed.•Assessment of wrinkle detection algorithms on ten predefined facial regions•Hybrid Ageing Patterns (HAP) is proposed for face age estimation.•HAP outperformed on FERET and MORPH when compared to FAM, BIF, KLBP and MWP.

论文关键词：Age estimation,Wrinkle detection,Facial appearance model,Line tracking,Support vector regression

论文评审过程：Received 19 August 2016, Revised 1 March 2017, Accepted 28 August 2017, Available online 6 September 2017, Version of Record 6 February 2018.

论文官网地址：https://doi.org/10.1016/j.imavis.2017.08.005