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