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Volumn 24, Issue 2, 2010, Pages 321-335

A boosted manifold learning for automatic face recognition

Author keywords

Discriminating linear form manifold; Face recognition; Manifold learning; Nonlinear dimension reduction

Indexed keywords

ADABOOST; AUTOMATIC FACE RECOGNITION; DATA ANALYSIS; EFFECTIVE DIMENSIONS; HIGH DIMENSIONAL DATA; MANIFOLD LEARNING; MANIFOLD LEARNING ALGORITHM; NONLINEAR DIMENSION; NONLINEAR STRUCTURE; PRECISION RATES; RESEARCH COMMUNITIES;

EID: 77951944372     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218001410007919     Document Type: Article
Times cited : (6)

References (41)
  • 3
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. fisherfaces: Recognition using class specific linear projection
    • P. N. Belhumeur, J. P. Hepanha and D. J. Kriegman, Eigenfaces vs. fisherfaces: Recognition using class specific linear projection, IEEE Trans. Patt. Anal. Mach. Intell. 19(7) (1997) 711-720.
    • (1997) IEEE Trans. Patt. Anal. Mach. Intell. , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hepanha, J.P.2    Kriegman, D.J.3
  • 10
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • T. Fawcett, An introduction to ROC analysis, Patt. Recogn. Lett. 27 (2006) 861-874.
    • (2006) Patt. Recogn. Lett. , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 11
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of online learning and an application to boosting
    • Y. Freund and R. E. Schapire, A decision-theoretic generalization of online learning and an application to boosting, J. Comput. Syst. Sci. 55(1) (1997) 119-139.
    • (1997) J. Comput. Syst. Sci. , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 19
    • 22844432565 scopus 로고    scopus 로고
    • Illumination invariant face recognition
    • D. Liu, K. M. Lam and L. S. Shen, Illumination invariant face recognition, Patt. Recogn. 38(10) (2005) 1705-1716.
    • (2005) Patt. Recogn. , vol.38 , Issue.10 , pp. 1705-1716
    • Liu, D.1    Lam, K.M.2    Shen, L.S.3
  • 23
    • 44349125697 scopus 로고    scopus 로고
    • Multimodal biometrics by face and hand images taken by a cell phone camera
    • J. Rokita, A. Krzyzak and C. Y. Suen, Multimodal biometrics by face and hand images taken by a cell phone camera, Int. J. Patt. Recogn. Artif. Intell. 22(3) (2008) 411-429.
    • (2008) Int. J. Patt. Recogn. Artif. Intell. , vol.22 , Issue.3 , pp. 411-429
    • Rokita, J.1    Krzyzak, A.2    Suen, C.Y.3
  • 24
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. T. Roweis and L. K. Saul, Nonlinear dimensionality reduction by locally linear embedding, Science 290(22) (2000) 2323-2326.
    • (2000) Science , vol.290 , Issue.22 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 27
    • 0002570938 scopus 로고    scopus 로고
    • Kernel principal component analysis
    • eds. B. Scholkopf, C. Burges and A. Smola, MIT Press, Cambridge, MA
    • B. Scholkopf, A. Smola and K. R. Müller, Kernel principal component analysis, in Advances in Kernel Methods - Support Vector Learning, eds. B. Scholkopf, C. Burges and A. Smola (MIT Press, Cambridge, MA, 1999), pp. 327-352.
    • (1999) Advances in Kernel Methods - Support Vector Learning , pp. 327-352
    • Scholkopf, B.1    Smola, A.2    Müller, K.R.3
  • 29
    • 44349157046 scopus 로고    scopus 로고
    • Performance comparisons of facial expression recognition in Jaffe database
    • F. Y. Shih, C. Chuang and P. S. P. Wang, Performance comparisons of facial expression recognition in Jaffe database, Int. J. Patt. Recogn. Artif. Intell. 22(3) (2008) 445-460.
    • (2008) Int. J. Patt. Recogn. Artif. Intell. , vol.22 , Issue.3 , pp. 445-460
    • Shih, F.Y.1    Chuang, C.2    Wang, P.S.P.3
  • 31
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J. B. Tenenbaum, V. de Silva and J. C. Langford, A global geometric framework for nonlinear dimensionality reduction, Science 290(5500) (2000) 2319-2323.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 32
    • 26444562358 scopus 로고    scopus 로고
    • Boosting multiple classifiers constructed by hybrid discriminant analysis
    • eds. N. C. Oza et al., Springer-Verlag
    • Q. Tian, J. Yu, and T. S. Huang, Boosting multiple classifiers constructed by hybrid discriminant analysis, Lecture Notes in Computer Science 3541, eds. N. C. Oza et al., (Springer-Verlag, 2005).
    • (2005) Lecture Notes in Computer Science , vol.3541
    • Tian, Q.1    Yu, J.2    Huang, T.S.3
  • 33
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, Eigenfaces for recognition, J. Cogn. Neurosci. 3(1) (1991) 71-86.
    • (1991) J. Cogn. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 35
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. Viola and M. J. Jones, Robust real-time face detection, Int. J. Comput. Vis. 57(2) (2004) 137-154.
    • (2004) Int. J. Comput. Vis. , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 36
    • 77951955772 scopus 로고    scopus 로고
    • Yale University, database available from
    • Yale University, database available from: http://cvc.yale.edu/projects/ yalefaces/ yalefaces.html.
  • 37
    • 77951961313 scopus 로고    scopus 로고
    • Yale University, database available from
    • Yale University, database available from: http://cvc.yale.edu/projects/ yalefacesB/ yalefacesB.html.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.