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@inproceedings{bb134103,
        AUTHOR = "Zhong, D.X. and Han, J.Q. and Liu, Y.L.",
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Solution Algorithm",
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        AUTHOR = "Wang, G.Q. and Shi, N.F. and Hou, X.J.",
        TITLE = "Orthogonal Neighborhood Preserving Discriminant Projections for Face
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        YEAR = "2009",
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@inproceedings{bb134105,
        AUTHOR = "Geng, Y.L. and Shan, C.F. and Hao, P.W.",
        TITLE = "Square Loss based regularized LDA for face recognition using image sets",
        BOOKTITLE = Biometrics09,
        YEAR = "2009",
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@inproceedings{bb134106,
        AUTHOR = "Fan, B. and Lei, Z. and Li, S.Z.",
        TITLE = "Normalized LDA for semi-supervised learning",
        BOOKTITLE = FG08,
        YEAR = "2008",
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@inproceedings{bb134107,
        AUTHOR = "Berkovich, E. and Pratt, H. and Gur, M.",
        TITLE = "Face Recognition with Biologically Motivated Boosted Features",
        BOOKTITLE = CogVis08,
        YEAR = "2008",
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@inproceedings{bb134108,
        AUTHOR = "Cheng, Z.D. and Shen, B. and Fan, X. and Zhang, Y.J.",
        TITLE = "Automatic coefficient selection in Weighted Maximum Margin Criterion",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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@inproceedings{bb134109,
        AUTHOR = "Wang, Z. and Ding, X.Q. and Fang, C.",
        TITLE = "Pose adaptive LDA based face recognition",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        AUTHOR = "Chougdali, K. and Jedra, M. and Zahid, N.",
        TITLE = "Kernel Weighted Scatter-Difference-Based Discriminant Analysis for Face
Recognition",
        BOOKTITLE = ICIAR08,
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@inproceedings{bb134111,
        AUTHOR = "Moghaddam, B. and Weiss, Y. and Avidan, S.",
        TITLE = "Fast Pixel/Part Selection with Sparse Eigenvectors",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
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@inproceedings{bb134112,
        AUTHOR = "Moghaddam, B. and Weiss, Y. and Avidan, S.",
        TITLE = "Generalized Spectral Bounds for Sparse LDA",
        BOOKTITLE = "ICML06",
        YEAR = "2006",
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@inproceedings{bb134113,
        AUTHOR = "Moghaddam, B. and Weiss, Y. and Avidan, S.",
        TITLE = "Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms",
        BOOKTITLE = "NIPS06",
        YEAR = "2006",
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@inproceedings{bb134114,
        AUTHOR = "Huang, L. and Ma, Y. and Ijiri, Y. and Lao, S.H. and Kawade, M. and Zhao, Y.M.",
        TITLE = "An Adaptive Nonparametric Discriminant Analysis Method and Its
Application to Face Recognition",
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@inproceedings{bb134115,
        AUTHOR = "Hiremath, P.S. and Prabhakar, C.J.",
        TITLE = "Face Recognition Using Symbolic KPCA Plus Symbolic LDA in the Framework
of Symbolic Data Analysis: Symbolic Kernel Fisher Discriminant Method",
        BOOKTITLE = ACIVS08,
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        PAGES = "xx-yy",
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@inproceedings{bb134116,
        AUTHOR = "Hiremath, P.S. and Prabhakar, C.J.",
        TITLE = "Face Recognition Technique Using Symbolic Linear Discriminant Analysis
Method",
        BOOKTITLE = ICCVGIP06,
        YEAR = "2006",
        PAGES = "641-649",
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@inproceedings{bb134117,
        AUTHOR = "Cho, D.U. and Chang, U.D. and Kim, K.D. and Kim, B.H. and Lee, S.H.",
        TITLE = "(2D)2 DLDA for Efficient Face Recognition",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "314-321",
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@inproceedings{bb134118,
        AUTHOR = "An, G.Y. and Ruan, Q.Q.",
        TITLE = "Novel Mathematical Model for Enhanced Fisher's Linear Discriminant and
Its Application to Face Recognition",
        BOOKTITLE = ICPR06,
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@inproceedings{bb134119,
        AUTHOR = "Chen, C.K. and Yang, J.Y.",
        TITLE = "Discriminant Transform Based on Scatter Difference Criterion in Hidden
Space",
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        YEAR = "2006",
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@inproceedings{bb134120,
        AUTHOR = "Kong, H. and Li, X.C. and Wang, J.G. and Kambhamettu, C.",
        TITLE = "Ensemble LDA for Face Recognition",
        BOOKTITLE = ICB06,
        YEAR = "2006",
        PAGES = "166-172",
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@inproceedings{bb134121,
        AUTHOR = "Wang, J.G. and Kong, H. and Yau, W.Y.",
        TITLE = "Bilateral Two Dimensional Linear Discriminant Analysis for Stereo Face
Recognition",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 429-432",
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@inproceedings{bb134122,
        AUTHOR = "Huang, J. and Yuen, P.C. and Chen, W.S. and Lai, J.H.",
        TITLE = "Kernel subspace LDA with optimized kernel parameters on face
recognition",
        BOOKTITLE = AFGR04,
        YEAR = "2004",
        PAGES = "327-332",
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@inproceedings{bb134123,
        AUTHOR = "Liu, H.C. and Su, C.H. and Chiang, Y.H. and Hung, Y.P.",
        TITLE = "Personalized face verification system using owner-specific
cluster-dependent LDA-subspace",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 344-347",
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@inproceedings{bb134124,
        AUTHOR = "Yang, Q. and Ding, X.Q. and Chen, Z.G.",
        TITLE = "Discriminant local feature analysis of facial images",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "II: 863-866",
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@inproceedings{bb134125,
        AUTHOR = "Kucharski, K. and Skarbek, W. and Bober, M.",
        TITLE = "Dual LDA: An effective feature space reduction method for face
recognition",
        BOOKTITLE = AVSBS05,
        YEAR = "2005",
        PAGES = "336-341",
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@inproceedings{bb134126,
        AUTHOR = "Kucharski, K. and Skarbek, W. and Bober, M.",
        TITLE = "Feature Space Reduction for Face Recognition with Dual Linear
Discriminant Analysis",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
        PAGES = "587",
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@inproceedings{bb134127,
        AUTHOR = "Bober, M. and Kucharski, K. and Skarbek, W.",
        TITLE = "Face Recognition by Fisher and Scatter Linear Discriminant Analysis",
        BOOKTITLE = CAIP03,
        YEAR = "2003",
        PAGES = "638-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match588.html#TT130233"}

@inproceedings{bb134128,
        AUTHOR = "Skarbek, W.",
        TITLE = "Merging Subspace Models for Face Recognition",
        BOOKTITLE = CAIP03,
        YEAR = "2003",
        PAGES = "606-613",
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@inproceedings{bb134129,
        AUTHOR = "Qiu, X.P. and Wu, L.D.",
        TITLE = "Face Recognition by Stepwise Nonparametric Margin Maximum Criterion",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "II: 1567-1572",
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@inproceedings{bb134130,
        AUTHOR = "Qiu, X.P. and Wu, L.D.",
        TITLE = "Nonparametric Maximum Margin Criterion for Face Recognition",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "II: 918-921",
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@inproceedings{bb134131,
        AUTHOR = "Qiu, X.P. and Wu, L.D.",
        TITLE = "Null Space-Based LDA Withweighted Dual Personal Subspaces for Face
Recognition",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "II: 934-937",
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@inproceedings{bb134132,
        AUTHOR = "Chen, L. and Man, H.",
        TITLE = "Discriminant analysis of stochastic models and its application to face
recognition",
        BOOKTITLE = AMFG03,
        YEAR = "2003",
        PAGES = "5-10",
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@inproceedings{bb134133,
        AUTHOR = "Yu, B. and Jin, L.F. and Chen, P.",
        TITLE = "A new LDA-based method for face recognition",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 168-171",
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@article{bb134134,
        AUTHOR = "Tian, Y. and Tan, T.N. and Wang, Y.H. and Fang, Y.C.",
        TITLE = "Do singular values contain adequate information for face recognition?",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "649-655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130240"}

@inproceedings{bb134135,
        AUTHOR = "Liu, L. and Wang, Y.H. and Wang, Q. and Tan, T.N.",
        TITLE = "Fast Principal Component Analysis using Eigenspace Merging",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "VI: 457-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130241"}

@article{bb134136,
        AUTHOR = "Liu, J. and Chen, S.C. and Tan, X.Y.",
        TITLE = "Fractional order singular value decomposition representation for face
recognition",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "378-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130242"}

@inproceedings{bb134137,
        AUTHOR = "Liu, J. and Chen, S.C. and Zhou, Z.H. and Tan, X.Y.",
        TITLE = "Single Image Subspace for Face Recognition",
        BOOKTITLE = AMFG07,
        YEAR = "2007",
        PAGES = "205-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130243"}

@inproceedings{bb134138,
        AUTHOR = "Zhang, D.Q.A. and Chen, S.C. and Zhou, Z.H.",
        TITLE = "Recognizing Face or Object from a Single Image:
Linear vs. Kernel Methods on 2D Patterns",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "889-897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130244"}

@article{bb134139,
        AUTHOR = "Bryt, O. and Elad, M.",
        TITLE = "Compression of facial images using the K-SVD algorithm",
        JOURNAL = JVCIR,
        VOLUME = "19",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "270-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130245"}

@article{bb134140,
        AUTHOR = "Ptucha, R. and Savakis, A.E.",
        TITLE = "Manifold based sparse representation for facial understanding in
natural images",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "365-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130246"}

@inproceedings{bb134141,
        AUTHOR = "Ptucha, R. and Savakis, A.E.",
        TITLE = "Joint optimization of manifold learning and sparse representations",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130247"}

@article{bb134142,
        AUTHOR = "Ptucha, R. and Savakis, A.E.",
        TITLE = "LGE-KSVD: Robust Sparse Representation Classification",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1737-1750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130248"}

@inproceedings{bb134143,
        AUTHOR = "Ptucha, R. and Savakis, A.E.",
        TITLE = "LGE-KSVD: Flexible Dictionary Learning for Optimized Sparse
Representation Classification",
        BOOKTITLE = AMFG13,
        YEAR = "2013",
        PAGES = "854-861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130249"}

@article{bb134144,
        AUTHOR = "Kim, W.J. and Suh, S.J. and Hwang, W.J. and Han, J.J.",
        TITLE = "SVD Face: Illumination-Invariant Face Representation",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1336-1340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130250"}

@article{bb134145,
        AUTHOR = "Jian, M. and Lam, K.",
        TITLE = "Simultaneous Hallucination and Recognition of Low-Resolution Faces
Based on Singular Value Decomposition",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1761-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130251"}

@article{bb134146,
        AUTHOR = "Gao, G.W. and Yang, J. and Jing, X.Y. and Shen, F.M. and Yang, W.K. and Yue, D.",
        TITLE = "Learning Robust and Discriminative Low-Rank Representations for Face
Recognition with Occlusion",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "129-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130252"}

@article{bb134147,
        AUTHOR = "Liu, H.D. and Yang, M. and Gao, Y. and Yin, Y.L. and Chen, L.",
        TITLE = "Bilinear Discriminative Dictionary Learning for Face Recognition",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "1835-1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130253"}

@article{bb134148,
        AUTHOR = "Lin, G.J. and Yang, M. and Yang, J. and Shen, L.L. and Xie, W.C.",
        TITLE = "Robust, discriminative and comprehensive dictionary learning for face
recognition",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "341-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130254"}

@article{bb134149,
        AUTHOR = "Wu, F. and Jing, X.Y. and You, X.G. and Yue, D. and Hu, R.M. and Yang, J.Y.",
        TITLE = "Multi-View Low-Rank Dictionary Learning for Image Classification",
        JOURNAL = PR,
        VOLUME = "50",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "143-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130255"}

@article{bb134150,
        AUTHOR = "Zhao, Y. and Cheung, Y.M. and You, X.G. and Peng, Q.M. and Peng, J.T. and Yuan, P.P. and Shi, Y.F.",
        TITLE = "Hyperspectral Image Classification via Spatial Window-Based Multiview
Intact Feature Learning",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2294-2306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130256"}

@article{bb134151,
        AUTHOR = "Jing, X.Y. and Wu, F. and Zhu, X. and Dong, X. and Ma, F. and Li, Z.Q.",
        TITLE = "Multi-Spectral Low-Rank Structured Dictionary Learning for Face
Recognition",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "14-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130257"}

@article{bb134152,
        AUTHOR = "Chen, Y. and Yang, J. and Luo, L. and Zhang, H.M. and Qian, J.J. and Tai, Y. and Zhang, J.",
        TITLE = "Adaptive noise dictionary construction via IRRPCA for face
recognition",
        JOURNAL = PR,
        VOLUME = "59",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "26-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130258"}

@article{bb134153,
        AUTHOR = "Luo, L. and Chen, L. and Yang, J. and Qian, J.J. and Zhang, B.",
        TITLE = "Tree-Structured Nuclear Norm Approximation With Applications to
Robust Face Recognition",
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        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5757-5767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130259"}

@inproceedings{bb134154,
        AUTHOR = "Xie, J. and Yang, J. and Qian, J.J. and Tai, Y.",
        TITLE = "Robust Matrix Regression for Illumination and Occlusion Tolerant Face
Recognition",
        BOOKTITLE = RSL-CV15,
        YEAR = "2015",
        PAGES = "886-893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130260"}

@article{bb134155,
        AUTHOR = "Qian, J.J. and Luo, L. and Yang, J. and Zhang, F.L. and Lin, Z.C.",
        TITLE = "Robust Nuclear Norm Regularized Regression for Face Recognition with
Occlusion",
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        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "10",
        PAGES = "3145-3159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130261"}

@inproceedings{bb134156,
        AUTHOR = "Qian, J.J. and Yang, J. and Zhang, F.L. and Lin, Z.C.",
        TITLE = "Robust Low-Rank Regularized Regression for Face Recognition with
Occlusion",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
        PAGES = "21-26",
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@article{bb134157,
        AUTHOR = "Tai, Y. and Yang, J. and Luo, L. and Zhang, F.L. and Qian, J.J.",
        TITLE = "Learning discriminative singular value decomposition representation
for face recognition",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
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@article{bb134158,
        AUTHOR = "Luo, L. and Yang, J. and Qian, J.J. and Tai, Y.",
        TITLE = "Nuclear-L_1 Norm Joint Regression for Face Reconstruction and
Recognition with Mixed Noise",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3811-3824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130264"}

@inproceedings{bb134159,
        AUTHOR = "Luo, L. and Yang, J. and Qian, J.J. and Tai, Y.",
        TITLE = "Nuclear-L_1 Norm Joint Regression for Face Reconstruction and
Recognition",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "II: 659-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130265"}

@article{bb134160,
        AUTHOR = "Yang, J. and Luo, L. and Qian, J.J. and Tai, Y. and Zhang, F.L. and Xu, Y.",
        TITLE = "Nuclear Norm Based Matrix Regression with Applications to Face
Recognition with Occlusion and Illumination Changes",
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        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "156-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match589svd1.html#TT130266"}

@article{bb134161,
        AUTHOR = "Xie, J. and Yang, J. and Qian, J.J. and Tai, Y. and Zhang, H.M.",
        TITLE = "Robust Nuclear Norm-Based Matrix Regression With Applications to
Robust Face Recognition",
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@article{bb134164,
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@inproceedings{bb134165,
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        TITLE = "General Regression and Representation Model for Face Recognition",
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@article{bb134166,
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@article{bb134167,
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        TITLE = "Vehicle verification between two nonoverlapped views using sparse
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@inproceedings{bb134168,
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@article{bb134169,
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@inproceedings{bb134172,
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@inproceedings{bb134173,
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@inproceedings{bb134174,
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@inproceedings{bb134175,
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@article{bb134178,
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@article{bb134180,
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        TITLE = "Face recognition based on face-specific subspace",
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@article{bb134182,
        AUTHOR = "Chen, J. and Chen, X.L. and Yang, J. and Shan, S.G. and Wang, R.P. and Gao, W.",
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@inproceedings{bb134183,
        AUTHOR = "Wang, W. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
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@article{bb134184,
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        TITLE = "Multiple classifier implementation of a divide-and-conquer approach
using appearance-based statistical methods for face recognition",
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        TITLE = "An enhanced subspace method for face recognition",
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@inproceedings{bb134186,
        AUTHOR = "Franco, A. and Lumini, A. and Maio, D.",
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@article{bb134187,
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        TITLE = "2D face recognition based on supervised subspace learning from 3D
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@article{bb134188,
        AUTHOR = "Franco, A. and Maio, D. and Maltoni, D.",
        TITLE = "Incremental template updating for face recognition in home environments",
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@article{bb134189,
        AUTHOR = "Nanni, L. and Lumini, A.",
        TITLE = "RegionBoost learning for 2D+3D based face recognition",
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@article{bb134190,
        AUTHOR = "Zhao, H.T. and Sun, S.Y. and Jing, Z.L. and Yang, J.Y.",
        TITLE = "Local structure based supervised feature extraction",
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@article{bb134191,
        AUTHOR = "Cai, D. and He, X.F. and Han, J. and Zhang, H.J.",
        TITLE = "Orthogonal Laplacianfaces for Face Recognition",
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@article{bb134192,
        AUTHOR = "Cai, D. and He, X.F. and Han, J.W. and Huang, T.S.",
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@inproceedings{bb134193,
        AUTHOR = "Yang, Y.Z. and Wang, Z.Y. and Yang, J.C. and Han, J.W. and Huang, T.S.",
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@inproceedings{bb134194,
        AUTHOR = "Cai, D. and He, X.F. and Han, J.W.",
        TITLE = "Spectral Regression for Efficient Regularized Subspace Learning",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
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@inproceedings{bb134195,
        AUTHOR = "Cai, D. and He, X.F. and Han, J.W.",
        TITLE = "Semi-supervised Discriminant Analysis",
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@article{bb134196,
        AUTHOR = "Zhang, L.J. and Chen, C. and Bu, J.J. and Cai, D. and He, X.F. and Huang, T.S.",
        TITLE = "Active Learning Based on Locally Linear Reconstruction",
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@inproceedings{bb134197,
        AUTHOR = "Cai, D. and He, X.F. and Hu, Y.X. and Han, J.W. and Huang, T.S.",
        TITLE = "Learning a Spatially Smooth Subspace for Face Recognition",
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@article{bb134198,
        AUTHOR = "Sun, X.C. and Wang, L.W. and Feng, J.F.",
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@article{bb134199,
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