Shape-appearance-correlated active appearance model

作者：

Highlights：

• A fast face-model initialization scheme is proposed for AAMs.

• Orthogonal CCA is employed to increase the correlation between shape and appearance.

• A shape-appearance-correlated AAM is proposed to tackle the generic problem of localizing feature points on unseen faces.

摘要

•A fast face-model initialization scheme is proposed for AAMs.•Orthogonal CCA is employed to increase the correlation between shape and appearance.•A shape-appearance-correlated AAM is proposed to tackle the generic problem of localizing feature points on unseen faces.

论文关键词：Facial-feature localization,Generic active appearance model,Canonical correlation analysis,Orthogonal CCA

论文评审过程：Received 9 July 2015, Revised 26 January 2016, Accepted 2 March 2016, Available online 11 March 2016, Version of Record 12 April 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.03.002