Feature fusion of palmprint and face based on KFDA

International Conference on Signal Processing Proceedings, ICSP

Volumn , Issue , 2008, Pages 2092-2095

  Wang, Yucheng ^a   Sun, Dongmei ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

Author keywords

Dual space; Feature level fusion; KFDA

Indexed keywords

DISCRIMINANT VECTORS; DUAL SPACE; DUAL SPACES; FEATURE FUSION; FEATURE-LEVEL FUSION; KERNEL FISHER DISCRIMINANT ANALYSIS; KERNEL PRINCIPAL COMPONENT ANALYSIS; KFDA; LINEAR DISCRIMINANT ANALYSIS; MULTI-MODALITY; NULL SPACE; PALMPRINT; RANGE SPACES; UNIMODALITY; WITHIN-CLASS SCATTER MATRIX;

ANTHROPOMETRY; DISCRIMINANT ANALYSIS; FACE RECOGNITION; FEATURE EXTRACTION; FISHER INFORMATION MATRIX; LEARNING ALGORITHMS; SIGNAL PROCESSING;

PRINCIPAL COMPONENT ANALYSIS;

EID: 67249111741     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2008.4697557     Document Type: Conference Paper

References (10)

1. Arun Ross, Anil Jain, "Multimodal Biometrics: An Overview", Proc. of 12th European Processing Conference, pp. 1221-1224, 2004
2. Namrata Vaswani, Rama Chellappa, "Principal Components Null Space Analysis for Image and Video Classification", IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 7, JULY 2006
3. P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces vs.fisherfaces: Recognition using class specific linear projection", IEEE Trans. Pattern Anal. Machine Intelligence, vol. 19, no. 7, pp. 711-720, Jul.1997.
4. W. Zhao, R. Chellappa, and P. J. Phillips, "Subspace Linear Discriminant Analysis for Face Recognition", Univ. Maryland, College Park, MD, Tech. Rep. CAR-TR-914, CS- TR-4009.
5. Hakan Cevikalp, Marian Neamtu, Mitch Wilkes, and Atalay Barkana, "Discriminative Common Vectors for Face Recognition", IEEE Trans on Pattern Analysis and Machine Intelligence, VOL. 27, NO. 1, JANUARY 2005
6. Li-Fen Chen, Hong-Yuan Mark Liao, Ming-Tat Ko, Ja- Chen Lin!, Gwo-Jong Yu, "A new LDA-based face recognition system which can solve the small sample size problem", Pattern Recognition 33 (2000) 1713}1726
7. Hua Yu, Jie Yang, "A direct LDA algorithm for highdimensional data withapplication to face recognition", Pattern Recognition 34 (2001) 2067}2070
8. Jian Yang, Zhong Jin, Jing-yu Yang, David Zhang and Alejandro F. Frangi, "Essence ofkernel Fisher discriminant: KPCA plus LDA", Pattern Recognition 37 (2004) 2097-2100
9. The Olivetti & Oracle Research Laboratory Face Database of Faces. [Online] Available: http://www.cam-orl.co.uk/facedatabase.html
10. PolyU Palmprint Database, http://www.comp.polyu.edu.hk/~biometrics.