Kinship-Guided Age Progression

作者:

Highlights:

• We aim to improve the performance of age progression by leveraging available kinship information.

• We consider both the global aging direction and the individual-specific aging diversity.

• We present an efficient and effective KinGAP approach.

• The presented KinGAP approach mainly consists of three aging modules.

• Extensive experimental results validate the superiority of our approach.

摘要

Highlights•We aim to improve the performance of age progression by leveraging available kinship information.•We consider both the global aging direction and the individual-specific aging diversity.•We present an efficient and effective KinGAP approach.•The presented KinGAP approach mainly consists of three aging modules.•Extensive experimental results validate the superiority of our approach.

论文关键词:Age progression,Face morphing,Face warping,Kinship

论文评审过程:Received 22 June 2015, Revised 25 December 2015, Accepted 27 December 2015, Available online 29 January 2016, Version of Record 23 August 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2015.12.015