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Volumn 35, Issue 5, 2005, Pages 1065-1078

GA-Fisher: A new LDA-based face recognition algorithm with selection of principal components

Author keywords

Dimension reduction; Face recognition; GA PCA; Genetic algorithms; LDA; PCA

Indexed keywords

DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; GENETIC ALGORITHMS; OPTIMIZATION; PRINCIPAL COMPONENT ANALYSIS;

EID: 26844439180     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2005.850175     Document Type: Article
Times cited : (87)

References (24)
  • 1
    • 0031185845 scopus 로고    scopus 로고
    • "Eigenfaces vs. fisherfaces: Recognition using class specific linear projection"
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces vs. fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Machine Intell. , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.J.3
  • 2
    • 0001765951 scopus 로고    scopus 로고
    • "A direct LDA algorithm for high-dimensional data - With application to face recognition"
    • H. Yu and J. Yang, "A direct LDA algorithm for high-dimensional data - With application to face recognition," Pattern Recogn., vol. 34, pp. 2067-2070, 2001.
    • (2001) Pattern Recogn. , vol.34 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 3
    • 0034300875 scopus 로고    scopus 로고
    • "A new LDA-based face recognition system, which can solve the small sample size problem"
    • L. Chen, H. Liao, M. Ko, J. Lin, and G. Yu, "A new LDA-based face recognition system, which can solve the small sample size problem," Pattern Recogn., vol. 33, no. 10, pp. 1713-1726, 2000.
    • (2000) Pattern Recogn. , vol.33 , Issue.10 , pp. 1713-1726
    • Chen, L.1    Liao, H.2    Ko, M.3    Lin, J.4    Yu, G.5
  • 4
    • 0035400784 scopus 로고    scopus 로고
    • "Face recognition based on the uncorrelated discriminant transformation"
    • Z. Jin, J. Y. Yang, Z. S. Hu, and Z. Lou, "Face recognition based on the uncorrelated discriminant transformation," Pattern Recogn., vol. 34, pp. 1405-1416, 2001.
    • (2001) Pattern Recogn. , vol.34 , pp. 1405-1416
    • Jin, Z.1    Yang, J.Y.2    Hu, Z.S.3    Lou, Z.4
  • 5
    • 0024104032 scopus 로고
    • "An optimal transformation for discriminant and principal component analysis"
    • Jun
    • J. Duchene and S. Leclercq, "An optimal transformation for discriminant and principal component analysis," IEEE Trans. Pattern Anal. Machine Intell., vol. 10, no. 6, pp. 978-983, Jun. 1988.
    • (1988) IEEE Trans. Pattern Anal. Machine Intell. , vol.10 , Issue.6 , pp. 978-983
    • Duchene, J.1    Leclercq, S.2
  • 6
    • 0025236073 scopus 로고
    • "Application of the Karhunen-Loeve procedure for the characterization of human faces"
    • Jan
    • M. Kirby and L. Sirovich, "Application of the Karhunen-Loeve procedure for the characterization of human faces," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, no. 1, pp. 103-108, Jan. 1990.
    • (1990) IEEE Trans. Pattern Anal. Machine Intell. , vol.12 , Issue.1 , pp. 103-108
    • Kirby, M.1    Sirovich, L.2
  • 8
    • 0028446271 scopus 로고
    • "Genetic algorithms: A survey"
    • Jun
    • M. Srinivas and L. M. Patnaik, "Genetic algorithms: A survey," IEEE Comput., vol. 27, no. 6, pp. 17-26, Jun. 1994.
    • (1994) IEEE Comput. , vol.27 , Issue.6 , pp. 17-26
    • Srinivas, M.1    Patnaik, L.M.2
  • 12
    • 0031078007 scopus 로고    scopus 로고
    • "Feature selection: Evaluation, application, and small sample performance"
    • Feb
    • A. Jain and D. Zongker, "Feature selection: Evaluation, application, and small sample performance," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, no. 2, pp. 153-158, Feb. 1997.
    • (1997) IEEE Trans. Pattern Anal. Machine Intell. , vol.19 , Issue.2 , pp. 153-158
    • Jain, A.1    Zongker, D.2
  • 14
    • 0034206636 scopus 로고    scopus 로고
    • "Evolutionary pursuit and its application to face recognition"
    • Jun
    • C. Liu and H. Wechsler, "Evolutionary pursuit and its application to face recognition," IEEE Trans. Pattern Anal. Machine Intell., vol. 22, no. 6, pp. 570-582, Jun. 2000.
    • (2000) IEEE Trans. Pattern Anal. Machine Intell. , vol.22 , Issue.6 , pp. 570-582
    • Liu, C.1    Wechsler, H.2
  • 15
    • 0000764772 scopus 로고
    • "The use of multiple measures in taxonomic problems"
    • R. A. Fisher, "The use of multiple measures in taxonomic problems," Ann. Eugenics, vol. 7, pp. 179-188, 1936.
    • (1936) Ann. Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 17
    • 0035294798 scopus 로고    scopus 로고
    • "Feature selection using tabu search method"
    • H. Zhang and G. Sun, "Feature selection using tabu search method," Pattern Recogn., vol. 35, pp. 701-711, 2002.
    • (2002) Pattern Recogn. , vol.35 , pp. 701-711
    • Zhang, H.1    Sun, G.2
  • 18
    • 0347380229 scopus 로고    scopus 로고
    • "The CMU pose, illumination, and expression database"
    • Dec
    • T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database," IEEE Trans. Pattern Anal. Machine Intell., vol. 25, no. 12, pp. 1615-1618, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Machine Intell. , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 20
    • 3042674061 scopus 로고    scopus 로고
    • "Gabor-based kernel PCA with fractional power polynomial models for face recognition"
    • May
    • C. Liu, "Gabor-based kernel PCA with fractional power polynomial models for face recognition," IEEE Trans. Pattern Anal. Machine Intell., vol. 26, no. 5, pp. 572-581, May 2004.
    • (2004) IEEE Trans. Pattern Anal. Machine Intell. , vol.26 , Issue.5 , pp. 572-581
    • Liu, C.1
  • 22
    • 0004709472 scopus 로고    scopus 로고
    • "Subspace Linear Discriminant Analysis for Face Recognition"
    • Univ. Maryland, College Park, MD, Tech. Rep. CAR-TR-914. CS-TR-4009
    • 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.
    • Zhao, W.1    Chellappa, R.2    Phillips, P.J.3
  • 23
    • 1542346779 scopus 로고    scopus 로고
    • "LDA/QR: An efficient and effective dimension reduction algorithm and its theoretical foundation"
    • J. Ye and Q. Li, "LDA/QR: An efficient and effective dimension reduction algorithm and its theoretical foundation," Pattern Recogn., vol. 37, pp. 851-854, 2004.
    • (2004) Pattern Recogn. , vol.37 , pp. 851-854
    • Ye, J.1    Li, Q.2
  • 24
    • 0003875234 scopus 로고    scopus 로고
    • "The CMU Pose. Illumination, and Expression (PIE) Database of Human Faces"
    • The Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, CMU-RI-TR-01-02, Jan
    • T. Sim, S. Baker, and M. Bsat, "The CMU Pose. Illumination, and Expression (PIE) Database of Human Faces," The Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, CMU-RI-TR-01-02, Jan. 2001.
    • (2001)
    • Sim, T.1    Baker, S.2    Bsat, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.