Palmprint recognition based on 2-dimension PCA

First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

Volumn , Issue , 2006, Pages 326-329

  Tao, Junwei ^a   Jiang, Wei ^a   Gao, Zan ^a   Chen, Shuang ^a   Wang, Chao ^a  

^a SHANDONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

(0 , 1) VECTORS; (2+1) DIMENSIONS; COMPRESSION TECHNIQUES; DIMENSION REDUCTION (DR); FEATURE DETECTION; IMAGE MATRIX; IMAGE VECTORS; INTERNATIONAL CONFERENCES; MEAN SQUARE ERROR (MSE); PALMPRINT RECOGNITIONS; PCA METHOD; POLYU PALMPRINT DATABASE; PRINCIPAL COMPONENTS; RECOGNITION RATES; SECOND ORDERS;

ADMINISTRATIVE DATA PROCESSING; ANTHROPOMETRY; COMPUTATIONAL METHODS; COVARIANCE MATRIX; FEATURE EXTRACTION; FINANCIAL DATA PROCESSING; IMAGING TECHNIQUES; MATRIX ALGEBRA; MEDICAL IMAGING; MICROFLUIDICS; PATTERN RECOGNITION; VECTORS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 45849117637     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2006.132     Document Type: Conference Paper

References (7)

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2. M. Kirby, L. Sirovich, "Application of the Karhunen-Loveve procedure for the characterization of human faces", Pattern Analysis and Machine Intelligence, IEEE Trans. vol. 12, no.1, Jan. 1990, pp. 103-108.
3. Wang-Meng Zuo, Kuang-Quan Wu; Zhang D; "Assembled Matrix Distance Metric for 2DPCA-Based Face and Palmprint Recognition", Proc. Fourth IEEE int'l Conf. Machine Learning and Cybernetics, vol. 8, 18-21. Aug. 2005, pp. 4870-4875
4. L. Wang, X. Zhang, and J. Feng, "The equivalence of two dimensional PCA to line-based PCA," Pattern recognit. Lett., vol.26, no. 1, 2005, pp. 57-60.
5. Wang L; Wang X; Feng J; "On Image Matrix Based Feature Extraction Algorithms", Systems, Man and Cybernetics, IEEE Trans., vol. 36, no. 1, 2006, pp. 194-197
6. P.N. Belhumeur, J.P. Hespanha, D.J. Kriengman, "Eigenfaces vs.Fisherfaces: recognition using class specific linear projection", Pattern Anal. Mach. Intell. IEEE Trans., vol. 19, no. 7, 1997, pp. 711-720.
7. PolyU Palmprint database available: http://www.comp.polyu.edu.hk/ ~biometrics/