Title
Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition
Abstract
This paper proposes a novel algorithm for image feature extraction, namely, the two-dimensional locality preserving projections (2DLPP), which directly extracts the proper features from image matrices based on locality preserving criterion. Experimental results on the PolyU palmprint database show the effectiveness of the proposed algorithm.
Year
DOI
Venue
2007
10.1016/j.patcog.2006.06.022
Pattern Recognition
Keywords
DocType
Volume
Locality preserving projections (LPP),Principal component analysis (PCA),Linear discriminant analysis (LDA),Palmprint recognition
Journal
40
Issue
ISSN
Citations 
1
0031-3203
94
PageRank 
References 
Authors
3.09
4
3
Name
Order
Citations
PageRank
Dewen Hu11290101.20
Guiyu Feng21749.92
Zongtan Zhou341233.89