Title
Two-Dimensional Whitening of Face Images for Improved PCA Performance.
Abstract
We address the problem of two-dimensional (2-D) whitening of face image matrices. The proposed method whitens the distribution of rows and columns of an image matrix. The main contribution of this letter is to investigate some aspects of recently published studies on this topic. We point out that existing methods on 2-D whitening for face recognition overlook the rows as potential random vectors, ...
Year
DOI
Venue
2018
10.1109/LSP.2018.2805308
IEEE Signal Processing Letters
Keywords
Field
DocType
Covariance matrices,Transforms,Face,Symmetric matrices,Face recognition,Gaussian distribution,Matrix decomposition
Row,Facial recognition system,Row and column spaces,Pattern recognition,Matrix (mathematics),Matrix decomposition,Symmetric matrix,Artificial intelligence,Covariance matrix,Identity matrix,Mathematics
Journal
Volume
Issue
ISSN
25
4
1070-9908
Citations 
PageRank 
References 
1
0.37
0
Authors
2
Name
Order
Citations
PageRank
Abd-Krim Seghouane119324.99
Navid Shokouhi2356.43