Subject adaptation using selective style transfer mapping for detection of facial action units

作者:

Highlights:

• Different mappings are considered within the selective style transfer framework.

• In developing the linear style transfer mapping, a nonlinear transfer mapping is proposed.

• A new source point set is suggested that uses the neutral vectors from a new person.

摘要

•Different mappings are considered within the selective style transfer framework.•In developing the linear style transfer mapping, a nonlinear transfer mapping is proposed.•A new source point set is suggested that uses the neutral vectors from a new person.

论文关键词:Action unit detection,Style transfer,Subject adaptation

论文评审过程:Received 22 December 2014, Revised 21 February 2016, Accepted 10 March 2016, Available online 17 March 2016, Version of Record 29 March 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.03.023