An efficient approach for face recognition based on common eigenvalues

作者:

Highlights:

• A new Approach is proposed for face recognition.

• The proposed approach is based on the algorithm on common eigenvalues.

• The companion matrix is used for image features representation.

• The nullity of calculated symmetric matrix is used as measure for classification.

• It gives better performance such as recognition rate and computational time.

摘要

•A new Approach is proposed for face recognition.•The proposed approach is based on the algorithm on common eigenvalues.•The companion matrix is used for image features representation.•The nullity of calculated symmetric matrix is used as measure for classification.•It gives better performance such as recognition rate and computational time.

论文关键词:Face recognition,Feature extraction,Polynomial coefficients,Companion matrix,Nullity

论文评审过程:Received 25 April 2013, Revised 2 November 2013, Accepted 27 November 2013, Available online 6 December 2013.

论文官网地址:https://doi.org/10.1016/j.patcog.2013.11.027