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Volumn 24, Issue 6, 2013, Pages 900-912

Robust kernel representation with statistical local features for face recognition

Author keywords

Collaborative representation; face recognition; robust kernel representation; statistical local feature

Indexed keywords

COLLABORATIVE REPRESENTATIONS; DISCRIMINATION INFORMATIONS; FACE RECOGNITION GRAND CHALLENGES; KERNEL REPRESENTATION; LABELED FACES IN THE WILDS (LFW); LOCAL BINARY PATTERNS; LOCAL FEATURE; LOCAL FEATURE EXTRACTION;

EID: 84876112532     PISSN: 2162237X     EISSN: 21622388     Source Type: Journal    
DOI: 10.1109/TNNLS.2013.2245340     Document Type: Article
Times cited : (113)

References (65)
  • 1
    • 78651299749 scopus 로고    scopus 로고
    • Super-resolution method for face recognition using nonlinear mappings on coherent features
    • Jan.
    • H. Huang and H. T. He, "Super-resolution method for face recognition using nonlinear mappings on coherent features," IEEE Trans. Neural Netw., vol. 22, no. 1, pp. 121-130, Jan. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.1 , pp. 121-130
    • Huang, H.1    He, H.T.2
  • 2
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cognit. Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 4
    • 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
  • 5
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J. B. Tenenbaum, V. deSilva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, no. 5500, pp. 2319-2323, 2000. (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 6
    • 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, vol. 290, no. 5500, pp. 2323-2325, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2325
    • Roweis, S.T.1    Saul, L.K.2
  • 9
    • 33947492041 scopus 로고    scopus 로고
    • Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics
    • DOI 10.1109/TPAMI.2007.1008, Special issue on Biometrics: Progress and Directions
    • J. Yang, D. Zhang, J.-Y. Yang, and B. Niu, "Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics," IEEE Trans. Pattern Anal. Mach. Intell., vol. 9, no. 4, pp. 650-664, Apr. 2007. (Pubitemid 46464405)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.4 , pp. 650-664
    • Yang, J.1    Zhang, D.2    Yang, J.-Y.3    Niu, B.4
  • 12
    • 80155180566 scopus 로고    scopus 로고
    • Improved combination of LBP and sparse representation based classification (SRC) for face recognition
    • Jul
    • R. Min and J. L. Dugelay, "Improved combination of LBP and sparse representation based classification (SRC) for face recognition," in Proc. IEEE Int. Conf. Multimedia Expo, Jul. 2011, pp. 1-6.
    • (2011) Proc IEEE Int. Conf. Multimedia Expo , pp. 1-6
    • Min, R.1    Dugelay, J.L.2
  • 13
    • 84856253103 scopus 로고    scopus 로고
    • Kernel sparse representation with local patterns for face recognition
    • Sep
    • C. C. Kang, S. C. Liao, S. M. Xiang, and C. H. Pan, "Kernel sparse representation with local patterns for face recognition," in Proc. IEEE Int. Conf. Image Process., Sep. 2011, pp. 3009-3012.
    • (2011) Proc IEEE Int. Conf. Image Process. , pp. 3009-3012
    • Kang, C.C.1    Liao, S.C.2    Xiang, S.M.3    Pan, C.H.4
  • 14
    • 38149044888 scopus 로고    scopus 로고
    • Fusing gabor and LBP Feature sets for kernelbased face recognition
    • Oct
    • X. Tan and B. Triggs, "Fusing gabor and LBP Feature sets for kernelbased face recognition," in Proc. IEEE Int. Workshop Anal. Model. Faces Gestures, Oct. 2007, pp. 235-249.
    • (2007) Proc IEEE Int. Workshop Anal. Model. Faces Gestures , pp. 235-249
    • Tan, X.1    Triggs, B.2
  • 15
    • 34648825723 scopus 로고    scopus 로고
    • A comparative study of local matching approach for face recognition
    • DOI 10.1109/TIP.2007.904421
    • J. Zou, Q. Ji, and G. Nagy, "A comparative study of local matching approach for face recognition," IEEE Trans. Image Process., vol. 16, no. 10, pp. 2617-2628, Oct. 2007. (Pubitemid 47456027)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.10 , pp. 2617-2628
    • Zou, J.1    Ji, Q.2    Nagy, G.3
  • 17
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • DOI 10.1109/TIP.2002.999679, PII S1057714902035480
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Trans. Image Process., vol. 11, no. 4, pp. 467-476, Apr. 2002. (Pubitemid 34692396)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 18
    • 33749335686 scopus 로고    scopus 로고
    • A review on Gabor wavelets for face recognition
    • DOI 10.1007/s10044-006-0033-y
    • L. Shen and L. Bai, "A review on Gabor wavelets for face recognition," Pattern Anal. Appl., vol. 9, no. 10, pp. 273-292, Oct. 2006. (Pubitemid 44494997)
    • (2006) Pattern Analysis and Applications , vol.9 , Issue.2-3 , pp. 273-292
    • Shen, L.1    Bai, L.2
  • 19
    • 80051552901 scopus 로고    scopus 로고
    • K-NS: A classifier by the distance to the nearest subspace
    • Aug.
    • Y. G. Liu, S. Z. Sam Ge, C. G. Li, and Z. S. You, "K-NS: A classifier by the distance to the nearest subspace," IEEE Trans. Neural Netw., vol. 22, no. 8, pp. 1256-1268, Aug. 2011.
    • (2011) IEEE Trans. Neural Netw , vol.22 , Issue.8 , pp. 1256-1268
    • Liu, Y.G.1    Sam Ge, S.Z.2    Li, C.G.3    You, Z.S.4
  • 22
    • 0032045780 scopus 로고    scopus 로고
    • The FERET database and evaluation procedure for face-recognition algorithms
    • PII S026288569700070X
    • P. J. Phillips, H.Wechsler, J. Huang, and P. Rauss, "The FERET database and evaluation procedure for face recognition algorithms," Image Vis. Comput., vol. 16, no. 5, pp. 295-306, 1998. (Pubitemid 128393579)
    • (1998) Image and Vision Computing , vol.16 , Issue.5 , pp. 295-306
    • Phillips, P.J.1    Wechsler, H.2    Huang, J.3    Rauss, P.J.4
  • 23
    • 0034290919 scopus 로고    scopus 로고
    • The FERET evaluation methodology for face recognition algorithms
    • Oct
    • P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, "The FERET evaluation methodology for face recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.10 , pp. 1090-1104
    • Phillips, P.J.1    Moon, H.2    Rizvi, S.A.3    Rauss, P.J.4
  • 27
    • 77950864213 scopus 로고    scopus 로고
    • Conformation-based hidden markov models: Application to human face identification
    • Apr.
    • D. Bouchaffra, "Conformation-based hidden markov models: Application to human face identification," IEEE Trans. Neural Netw., vol. 21, no. 4, pp. 595-608, Apr. 2010.
    • (2010) IEEE Trans. Neural Netw , vol.21 , Issue.4 , pp. 595-608
    • Bouchaffra, D.1
  • 28
    • 78149343905 scopus 로고    scopus 로고
    • Kernel sparse representation for image classification and face recognition
    • Sep
    • S. H. Gao, I. W.-H. Tsang, and L.-T. Chia, "Kernel sparse representation for image classification and face recognition," in Proc. Eur. Conf. Comput. Vis., Sep. 2010, pp. 1-14.
    • (2010) Proc. Eur. Conf. Comput. Vis. , pp. 1-14
    • Gao, S.H.1    Tsang, I.W.-H.2    Chia, L.-T.3
  • 29
    • 77952735430 scopus 로고    scopus 로고
    • Face recognition with contiguous occlusion using markov random fields
    • Sep-Oct
    • Z. Zhou, A. Wagner, H. Mobahi. J. Wright, and Y. Ma, "Face recognition with contiguous occlusion using markov random fields," in Proc. Int. Conf. Comput. Vis., Sep.-Oct. 2009, pp. 1050-1057.
    • (2009) Proc. Int. Conf. Comput. Vis. , pp. 1050-1057
    • Zhou, Z.1    Wagner, A.2    Mobahi, H.3    Wright, J.4    Ma, Y.5
  • 32
    • 51849117118 scopus 로고    scopus 로고
    • Labeled faces in the wild: A database for studying face recognition in uncontrained environments
    • Univ. MA, USA Oct
    • G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller, "Labeled faces in the wild: A database for studying face recognition in uncontrained environments," Tech. Rep. 07-49, Univ. MA, USA, Oct. 2007.
    • (2007) Tech. Rep 07-49
    • Huang, G.B.1    Ramesh, M.2    Berg, T.3    Learned-Miller, E.4
  • 33
    • 84863011302 scopus 로고    scopus 로고
    • Sparse representation or collaborative representation which helps face recognition?
    • L. Zhang, M. Yang, and X. C. Feng, "Sparse representation or collaborative representation which helps face recognition?" in Proc. Int. Conf. Comput. Vis., 2011.
    • (2011) Proc. Int. Conf. Comput. Vis
    • Zhang, L.1    Yang, M.2    Feng, X.C.3
  • 34
  • 36
    • 0032319547 scopus 로고    scopus 로고
    • Face recognition based on nearest linear combinations
    • Jun
    • S. Z. Li, "Face recognition based on nearest linear combinations," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 1998, pp. 839-844.
    • (1998) Proc IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 839-844
    • Li, S.Z.1
  • 37
    • 0033096854 scopus 로고    scopus 로고
    • Face recognition using nearest feature line method
    • Mar
    • S. Z. Li and J. Lu, "Face recognition using nearest feature line method," IEEE Trans. Neural Netw., vol. 10, no. 2, pp. 439-443, Mar. 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.2 , pp. 439-443
    • Li, S.Z.1    Lu, J.2
  • 39
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • Jun
    • J. C. Yang, K. Yu, Y. Gong, and T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2009, pp. 1794-1801.
    • (2009) Proc IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1794-1801
    • Yang, J.C.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 44
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 971-987, Jul. 2002. (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 45
    • 33745953205 scopus 로고    scopus 로고
    • Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A novel non-statistical model for face representation and recognition
    • DOI 10.1109/ICCV.2005.147, 1541333, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang, "Local gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition," in Proc. Int. Conf. Comput. Vis., Oct. 2005, pp. 786-791. (Pubitemid 44055035)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.I , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 47
    • 33847703333 scopus 로고    scopus 로고
    • Histogram of Gabor phase patterns (HGPP): A novel object representation approach for face recognition
    • DOI 10.1109/TIP.2006.884956
    • B. Zhang, S. Shan, X. Chen, and W. Gao, "Histogram of gabor phase patterns (HGPP): A novel object representation approach for face recognition," IEEE Trans. Image Process., vol. 16, no. 1, pp. 57-68, Jan. 2007. (Pubitemid 46437469)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.1 , pp. 57-68
    • Zhang, B.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 48
    • 77951264260 scopus 로고    scopus 로고
    • Fusing local patterns of gabor magnitude and phase for face recognition
    • May
    • S. F. Xie, S. G. Shan, X. L. Chen, and J. Chen, "Fusing local patterns of gabor magnitude and phase for face recognition," IEEE Trans. Image Process., vol. 19, no. 5, pp. 1349-1361, May 2010.
    • (2010) IEEE Trans. Image Process , vol.19 , Issue.5 , pp. 1349-1361
    • Xie, S.F.1    Shan, S.G.2    Chen, X.L.3    Chen, J.4
  • 49
    • 78149492074 scopus 로고    scopus 로고
    • Monogenic binary pattern (MBP): A novel feature extraction and representation model for face recognition
    • Aug
    • M. Yang, L. Zhang, L. Zhang, and D. Zhang, "Monogenic binary pattern (MBP): A novel feature extraction and representation model for face recognition," in Proc. Int. Conf. Pattern Recognit., Aug. 2010, pp. 2680-2683.
    • (2010) Proc. Int. Conf. Pattern Recognit. , pp. 2680-2683
    • Yang, M.1    Zhang, L.2    Zhang, L.3    Zhang, D.4
  • 51
    • 0036941556 scopus 로고    scopus 로고
    • Discriminant waveletfaces and nearest feature classifiers for face recognition
    • Dec
    • J. T. Chien, and C. C. Wu, "Discriminant waveletfaces and nearest feature classifiers for face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 12, pp. 1644-1649, Dec. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.12 , pp. 1644-1649
    • Chien, J.T.1    Wu, C.C.2
  • 52
    • 84055212058 scopus 로고    scopus 로고
    • Toward a practical face recognition system: Robust alignment and illumination by sparse representation
    • Feb.
    • A. Wagner, J. Wright, A. Ganesh, Z. H. Zhou, H. Mobahi, and Y. Ma, "Toward a practical face recognition system: Robust alignment and illumination by sparse representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 2, pp. 372-386, Feb. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.2 , pp. 372-386
    • Wagner, A.1    Wright, J.2    Ganesh, A.3    Zhou, Z.H.4    Mobahi, H.5    Ma, Y.6
  • 53
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • Feb
    • P. Viola and M. J. Jones, "Robust real-time face detection," Int'l J. Computer vision, vol. 57, no. 2, pp. 137-154, Feb. 2004.
    • (2004) Int'l J. Computer Vision , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 57
    • 80052901219 scopus 로고    scopus 로고
    • Learning a discriminative dictionary for sparse coding via label consistent K-SVD
    • Jun
    • Z. L. Jiang, Z. Lin, and L. S. Davis, "Learning a discriminative dictionary for sparse coding via label consistent K-SVD," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2011, pp. 1697-1704.
    • (2011) Proc IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1697-1704
    • Jiang, Z.L.1    Lin, Z.2    Davis, L.S.3
  • 60
    • 14544297033 scopus 로고    scopus 로고
    • KPCA plus LDA: A complete kernel fisher discriminant framework for feature extraction and recognition
    • DOI 10.1109/TPAMI.2005.33
    • J. Yang, A. F. Frangi, J. Y. Yang, D. Zhang, and J. Zhong, "KPCA plus LDA: A complete kernel fisher discriminant framework for feature extraction and recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 2, pp. 230-244, Feb. 2005. (Pubitemid 40377316)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.2 , pp. 230-244
    • Yang, J.1    Frangi, A.F.2    Yang, J.-Y.3    Zhang, D.4    Jin, Z.5
  • 64
    • 84870273731 scopus 로고    scopus 로고
    • Monogenic binary coding: An efficient local feature extraction approach to face recognition
    • Dec.
    • M. Yang, L. Zhang, S. C.-K. Shiu, and D. Zhang, "Monogenic binary coding: An efficient local feature extraction approach to face recognition," IEEE Trans. Inf. Forens. Security, vol. 7, no. 6, pp. 1738-1751, Dec. 2012.
    • (2012) IEEE Trans. Inf. Forens. Security , vol.7 , Issue.6 , pp. 1738-1751
    • Yang, M.1    Zhang, L.2    Shiu, S.C.-K.3    Zhang, D.4
  • 65
    • 84867878635 scopus 로고    scopus 로고
    • Efficient misalignment-robust representation for real-time face recognition
    • Oct
    • M. Yang, L. Zhang, and D. Zhang, "Efficient misalignment-robust representation for real-time face recognition," in Proc. Eur. Conf. Comput. Vis., Oct. 2012, pp. 850-863.
    • (2012) Proc. Eur. Conf. Comput. Vis. , pp. 850-863
    • Yang, M.1    Zhang, L.2    Zhang, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.