L2,1-based regression and prediction accumulation across views for robust facial landmark detection

作者:

Highlights:

• Facial landmark detection using a cascade of regressors

• New regression model based on L21 norm

• Multiple initialisations are used to improve robustness.

• The method is evaluated on multiple datasets and on the 300 W challenge.

摘要

•Facial landmark detection using a cascade of regressors•New regression model based on L21 norm•Multiple initialisations are used to improve robustness.•The method is evaluated on multiple datasets and on the 300 W challenge.

论文关键词:Facial landmark detection,regression,300 W challenge

论文评审过程:Received 2 March 2015, Revised 14 August 2015, Accepted 28 September 2015, Available online 9 October 2015, Version of Record 17 May 2016.

论文官网地址:https://doi.org/10.1016/j.imavis.2015.09.003