Generalized mean for robust principal component analysis

作者:

Highlights:

• We propose a robust principal component analysis.

• The generalized mean is used in the proposed method instead of the arithmetic mean.

• A novel method is also presented to solve our optimization problem.

摘要

Highlights•We propose a robust principal component analysis.•The generalized mean is used in the proposed method instead of the arithmetic mean.•A novel method is also presented to solve our optimization problem.

论文关键词:Generalized mean,Principal component analysis,Robust PCA,Dimensionality reduction

论文评审过程:Received 11 August 2014, Revised 9 December 2015, Accepted 4 January 2016, Available online 16 January 2016, Version of Record 27 February 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2016.01.002