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Volumn 23, Issue 6, 2012, Pages 876-888

Sparse tensor discriminant color space for face verification

Author keywords

Color images; discriminant information; face recognition; sparse representation; tensor subspace

Indexed keywords

COLOR IMAGES; COLOR SPACE TRANSFORMATION; DISCRIMINANT INFORMATIONS; FUNDAMENTAL FEATURES; SEMANTIC INTERPRETATION; SPARSE REPRESENTATION; TENSOR SUBSPACES; THIRD-ORDER TENSORS;

EID: 84866609797     PISSN: 2162237X     EISSN: 21622388     Source Type: Journal    
DOI: 10.1109/TNNLS.2012.2191620     Document Type: Article
Times cited : (115)

References (40)
  • 1
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • Jan
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, Jan. 1991.
    • (1991) J. Cognit. Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 2
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces versus Fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces versus Fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.J.3
  • 3
    • 0742268833 scopus 로고    scopus 로고
    • 2-D PCA: A new approach to appearance-based face representation and recognition
    • Jan
    • J. Yang, D. Zhang, A. F. Frangi, and J. Y. Yang, "2-D PCA: A new approach to appearance-based face representation and recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 1, pp. 131-137, Jan. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.1 , pp. 131-137
    • Yang, J.1    Zhang, D.2    Frangi, A.F.3    Yang, J.Y.4
  • 4
    • 14644408830 scopus 로고    scopus 로고
    • 2-D-LDA: A statistical linear discriminant analysis for image matrix
    • M. Li and B. Z. Yuan, "2-D-LDA: A statistical linear discriminant analysis for image matrix," Pattern Recognit. Lett., vol. 26, no. 5, pp. 527-532, 2005.
    • (2005) Pattern Recognit. Lett , vol.26 , Issue.5 , pp. 527-532
    • Li, M.1    Yuan, B.Z.2
  • 6
    • 35148895418 scopus 로고    scopus 로고
    • Individual kernel tensor-subspaces for robust face recognition: A computationally efficient tensor framework without requiring mode factorization
    • Oct
    • S. Park and M. Savvides, "Individual kernel tensor-subspaces for robust face recognition: A computationally efficient tensor framework without requiring mode factorization," IEEE Trans. Syst., Man, Cybern., B, Cybern., vol. 37, no. 5, pp. 1156-1166, Oct. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern., B, Cybern , vol.37 , Issue.5 , pp. 1156-1166
    • Park, S.1    Savvides, M.2
  • 8
    • 0034144761 scopus 로고    scopus 로고
    • On the best rank-1 and rank-(R1, R2, . . ., RN) approximation of higher-order tensors
    • L. De Lathauwer, B. De Moor, and J. Vandewalle, "On the best rank-1 and rank-(R1, R2, . . ., RN) approximation of higher-order tensors," SIAM J. Matrix Anal. Appl., vol. 21, no. 4, pp. 1324-1342, 2000.
    • (2000) SIAM J. Matrix Anal. Appl , vol.21 , Issue.4 , pp. 1324-1342
    • De Lathauwer, L.1    De Moor, B.2    Vandewalle, J.3
  • 10
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T. G. Kolda and B. W. Bader, "Tensor decompositions and applications," SIAM Rev., vol. 51, no. 3, pp. 455-500, 2009.
    • (2009) SIAM Rev , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 11
    • 30044447599 scopus 로고    scopus 로고
    • Generalized low rank approximations of matrices
    • J. Ye, "Generalized low rank approximations of matrices," Mach. Learn., vol. 61, no. 1, pp. 167-191, 2005.
    • (2005) Mach. Learn , vol.61 , Issue.1 , pp. 167-191
    • Ye, J.1
  • 13
    • 38749143022 scopus 로고    scopus 로고
    • MPCA: Multilinear principal component analysis of tensor objects
    • Jan
    • H. P. Lu, N. P. Konstantinos, and A. N. Venetsanopoulos, "MPCA: Multilinear principal component analysis of tensor objects," IEEE Trans. Neural Netw., vol. 19, no. 1, pp. 18-39, Jan. 2008.
    • (2008) IEEE Trans. Neural Netw , vol.19 , Issue.1 , pp. 18-39
    • Lu, H.P.1    Konstantinos, N.P.2    Venetsanopoulos, A.N.3
  • 14
    • 79956125770 scopus 로고    scopus 로고
    • Face recognition using second-order discriminant tensor subspace analysis
    • Jun.
    • S.-J. Wang, C.-G. Zhou, N. Zhang, X.-J. Peng, Y.-H. Chen, and X. Liu, "Face recognition using second-order discriminant tensor subspace analysis," Neurocomputing, vol. 74, nos. 12-13, pp. 2142-2156, Jun. 2011.
    • (2011) Neurocomputing , vol.74 , Issue.12-13 , pp. 2142-2156
    • Wang, S.-J.1    Zhou, C.-G.2    Zhang, N.3    Peng, X.-J.4    Chen, Y.-H.5    Liu, X.6
  • 16
    • 57149144207 scopus 로고    scopus 로고
    • Facetracer: A search engine for large collections of images with faces
    • N. Kumar, P. Belhumeur, and S. Nayar, "Facetracer: A search engine for large collections of images with faces," in Proc. 10th Eur. Conf. Comput. Vis. IV, 2008, pp. 340-353.
    • (2008) Proc. 10th Eur. Conf. Comput. Vis , vol.4 , pp. 340-353
    • Kumar, N.1    Belhumeur, P.2    Nayar, S.3
  • 18
    • 78149288415 scopus 로고    scopus 로고
    • A robust and scalable approach to face identification
    • W. Schwartz, H. Guo, and L. Davis, "A robust and scalable approach to face identification," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 476-489.
    • (2010) Proc. Eur. Conf. Comput. Vis , pp. 476-489
    • Schwartz, W.1    Guo, H.2    Davis, L.3
  • 19
    • 79960144400 scopus 로고    scopus 로고
    • Local linear discriminant analysis framework using sample neighbors
    • Jul.
    • Z. Fan, Y. Xu, and D. Zhang, "Local linear discriminant analysis framework using sample neighbors," IEEE Trans. Neural Netw., vol. 22, no. 7, pp. 1119-1132, Jul. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.7 , pp. 1119-1132
    • Fan, Z.1    Xu, Y.2    Zhang, D.3
  • 20
    • 84868032803 scopus 로고    scopus 로고
    • Regularized kernel discriminant analysis with a robust kernel for face recognition and verification
    • Mar.
    • S. Zafeiriou, G. Tzimiropoulos, M. Petrou, and T. Stathaki, "Regularized kernel discriminant analysis with a robust kernel for face recognition and verification," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 3, pp. 526-534, Mar. 2012.
    • (2012) IEEE Trans. Neural Netw. Learn. Syst , vol.23 , Issue.3 , pp. 526-534
    • Zafeiriou, S.1    Tzimiropoulos, G.2    Petrou, M.3    Stathaki, T.4
  • 21
    • 0033331515 scopus 로고    scopus 로고
    • The importance of the color information in face recognition
    • L. Torres, J. Reutter, and L. Lorente, "The importance of the color information in face recognition," in Proc. Int. Conf. Image Process., vol. 3. 1999, pp. 627-631.
    • (1999) Proc. Int. Conf. Image Process , vol.3 , pp. 627-631
    • Torres, L.1    Reutter, J.2    Lorente, L.3
  • 27
    • 44049092931 scopus 로고    scopus 로고
    • Learning the uncorrelated, independent, and discriminating color spaces for face recognition
    • Jun
    • C. Liu, "Learning the uncorrelated, independent, and discriminating color spaces for face recognition," IEEE Trans. Inf. Forens. Secur., vol. 3, no. 2, pp. 213-222, Jun. 2008.
    • (2008) IEEE Trans. Inf. Forens. Secur , vol.3 , Issue.2 , pp. 213-222
    • Liu, C.1
  • 28
    • 57749089599 scopus 로고    scopus 로고
    • Color image discriminant models and algorithms for face recognition
    • Dec
    • J. Yang and C. Liu, "Color image discriminant models and algorithms for face recognition," IEEE Trans. Neural Netw., vol. 19, no. 12, pp. 2088-2098, Dec. 2008.
    • (2008) IEEE Trans. Neural Netw , vol.19 , Issue.12 , pp. 2088-2098
    • Yang, J.1    Liu, C.2
  • 29
    • 84855167311 scopus 로고    scopus 로고
    • Tensor discriminant color space for face recognition
    • Sep.
    • S.-J. Wang, J. Yang, N. Zhang, and C.-G. Zhou, "Tensor discriminant color space for face recognition," IEEE Trans. Image Process., vol. 20, no. 9, pp. 2490-2501, Sep. 2011.
    • (2011) IEEE Trans. Image Process , vol.20 , Issue.9 , pp. 2490-2501
    • Wang, S.-J.1    Yang, J.2    Zhang, N.3    Zhou, C.-G.4
  • 30
    • 33745309913 scopus 로고    scopus 로고
    • Sparse principal component analysis
    • H. Zou, T. Hastie, and R. Tibshirani, "Sparse principal component analysis," J. Comput. Graph. Stat., vol. 15, no. 2, pp. 265-286, 2006.
    • (2006) J. Comput. Graph. Stat , vol.15 , Issue.2 , pp. 265-286
    • Zou, H.1    Hastie, T.2    Tibshirani, R.3
  • 32
    • 16244401458 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the elastic net, with applications to microarrays
    • H. Zou and T. Hastie, "Regression shrinkage and selection via the elastic net, with applications to microarrays," J. Royal Stat. Soc. B, vol. 67, pp. 301-320, 2005.
    • (2005) J. Royal Stat. Soc. B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 33
    • 41549168797 scopus 로고    scopus 로고
    • Spectral bounds for sparse PCA: Exact and greedy algorithms
    • Cambridge, MA: MIT Press
    • B. Moghaddam, Y. Weiss, and S. Avidan, "Spectral bounds for sparse PCA: Exact and greedy algorithms," in Advances in Neural Information Processing Systems, vol. 18. Cambridge, MA: MIT Press, 2006, p. 915.
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 915
    • Moghaddam, B.1    Weiss, Y.2    Avidan, S.3
  • 35
    • 61849100967 scopus 로고    scopus 로고
    • Sparse linear discriminant analysis with applications to high dimensional low sample size data
    • Z. Qiao, L. Zhou, and J. Z. Huang, "Sparse linear discriminant analysis with applications to high dimensional low sample size data," IAENG Int. J. Appl. Math., vol. 39, no. 1, pp. 48-60, 2009.
    • (2009) IAENG Int. J. Appl. Math , vol.39 , Issue.1 , pp. 48-60
    • Qiao, Z.1    Zhou, L.2    Huang, J.Z.3
  • 37
    • 0004171986 scopus 로고    scopus 로고
    • Centre de Visió per Computador, Univ. Purdue, West Lafayette, IN, Tech. Rep. 24
    • A. Martinez and R. Benavente, "The AR face database," Centre de Visió per Computador, Univ. Purdue, West Lafayette, IN, Tech. Rep. 24, 1998.
    • (1998) The AR Face Database
    • Martinez, A.1    Benavente, R.2
  • 38
  • 39
    • 84876937575 scopus 로고    scopus 로고
    • Sandia National Laboratories, Albuquerque, NM [Online] Available
    • B. Bader and T. G. Kolda. Tensor Toolbox Version 2.3. Sandia National Laboratories, Albuquerque, NM [Online]. Available: http://csmr.ca. sandia.gov/∼tgkolda/TensorToolbox/
    • Tensor Toolbox Version 2.3
    • Bader, B.1    Kolda, T.G.2
  • 40
    • 48049103479 scopus 로고    scopus 로고
    • Principal component analysis based on L1-norm maximization
    • Sep
    • N. Kwak, "Principal component analysis based on L1-norm maximization," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 9, pp. 1672-1680, Sep. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , Issue.9 , pp. 1672-1680
    • Kwak, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.