Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition

Pattern Recognition

Volumn 40, Issue 1, 2007, Pages 339-342

  Hu, Dewen ^a   Feng, Guiyu ^a   Zhou, Zongtan ^a  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

Linear discriminant analysis (LDA); Locality preserving projections (LPP); Palmprint recognition; Principal component analysis (PCA)

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

LINEAR DISCRIMINANT ANALYSIS (LDA); LOCALITY PRESERVING PROJECTIONS (LPP); PALMPRINT RECOGNITION;

PATTERN RECOGNITION SYSTEMS;

EID: 33749252404     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.06.022     Document Type: Article

References (6)

1. He X., Yan S., Hu Y., Niyogi P., and Zhang H.-J. Face recognition using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27 3 (2005) 328-340
2. D. Cai, X. He, Orthogonal locality preserving indexing, in: Proceedings of SIGIR'05, Salvador, Brazil, 15-19 August 2005.
3. Yang J., Zhang D., Frangi A.F., and Yang J.Y. Two-dimensional PCA: a new approach to appearance-based face representation and recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26 1 (2004) 131-137
4. The PolyU palmprint database. Available at: 〈http://www.comp.polyu.edu.hk/biometrics/〉.
5. Zhang D., Kong W.K., You J., and Wong M. Online palmprint identification. IEEE Trans. Pattern Anal. Mach. Intell. 25 9 (2003) 1041-1050
6. Jing X.Y., Tang Y.Y., and Zhang D. A Fourier-LDA approach for image recognition. Pattern Recognition 38 3 (2005) 453-457