Low-rank and eigenface based sparse representation for face recognition.

In this paper, based on low-rank representation and eigenface extraction, we present an improvement to the well known Sparse Representation based Classification (SRC). Firstly, the low-rank images of the face images of each individual in training subset are extracted by the Robust Principal Componen...

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Bibliographic Details
Main Authors: Yi-Fu Hou, Zhan-Li Sun, Yan-Wen Chong, Chun-Hou Zheng
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4204857?pdf=render