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        TITLE = "A two-stage linear discriminant analysis via QR-decomposition",
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@article{bb106302,
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        TITLE = "Linear dimensionality reduction using relevance weighted LDA",
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@article{bb106303,
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@article{bb106304,
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@inproceedings{bb106305,
        AUTHOR = "Krythe, J.H. and Loog, M.",
        TITLE = "Implicitly Constrained Semi-supervised Linear Discriminant Analysis",
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@inproceedings{bb106306,
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        TITLE = "Constrained Log-Likelihood-Based Semi-supervised Linear Discriminant
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@article{bb106307,
        AUTHOR = "Qin, A.K. and Suganthan, P.N. and Loog, M.",
        TITLE = "Generalized null space uncorrelated Fisher discriminant analysis for
linear dimensionality reduction",
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@article{bb106308,
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        TITLE = "2D-LDA: A statistical linear discriminant analysis for image matrix",
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@article{bb106309,
        AUTHOR = "Liang, Y.X. and Gong, W.G. and Pan, Y.J. and Li, W.H.",
        TITLE = "Generalizing relevance weighted LDA",
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@article{bb106310,
        AUTHOR = "Tang, H. and Fang, T. and Shi, P.F.",
        TITLE = "Laplacian linear discriminant analysis",
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@article{bb106311,
        AUTHOR = "Tang, H. and Fang, T. and Shi, P.F.",
        TITLE = "Nonlinear discriminant mapping using the Laplacian of a graph",
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@article{bb106312,
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A theoretical and empirical analysis",
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@inproceedings{bb106313,
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        YEAR = "2006",
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@article{bb106314,
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@article{bb106315,
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        AUTHOR = "Tao, H. and Tang, F.",
        TITLE = "Fast linear discriminant analysis using binary bases",
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@inproceedings{bb106318,
        AUTHOR = "Tang, F. and Tao, H.",
        TITLE = "Binary Principal Component Analysis",
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@article{bb106319,
        AUTHOR = "Hu, Z.L.",
        TITLE = "A comment on 'Laplacian linear discriminant analysis'",
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@article{bb106320,
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        AUTHOR = "Bian, W. and Tao, D.C.",
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@article{bb106322,
        AUTHOR = "Bian, W. and Tao, D.C.",
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@inproceedings{bb106323,
        AUTHOR = "Zhang, T.H. and Tao, D.C. and Yang, J.",
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@article{bb106324,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "Non-iterative Symmetric Two-Dimensional Linear Discriminant Analysis",
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@inproceedings{bb106325,
        AUTHOR = "Inoue, K. and Urahama, K.",
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@article{bb106326,
        AUTHOR = "Nie, X.S. and Liu, J. and Sun, J.D. and Liu, W.",
        TITLE = "Robust Video Hashing Based on Double-Layer Embedding",
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@article{bb106327,
        AUTHOR = "Liu, X. and Sun, J. and Liu, J.",
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@article{bb106328,
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@article{bb106329,
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        AUTHOR = "Valencia Aguirre, J. and Alvarez Meza, A. and Daza Santacoloma, G. and Castellanos Dominguez, C.G.",
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@article{bb106331,
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        TITLE = "Tensor Locally Linear Discriminative Analysis",
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@inproceedings{bb106334,
        AUTHOR = "Prince, S.J.D. and Elder, J.H.",
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@article{bb106335,
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@inproceedings{bb106336,
        AUTHOR = "Durrant, R.J. and Kaban, A.",
        TITLE = "A Bound on the Performance of LDA in Randomly Projected Data Spaces",
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@article{bb106337,
        AUTHOR = "Zhong, F.J. and Zhang, J.S.",
        TITLE = "Linear Discriminant Analysis Based on L1-Norm Maximization",
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@article{bb106338,
        AUTHOR = "Zollanvari, A. and Hua, J.P. and Dougherty, E.R.",
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@article{bb106339,
        AUTHOR = "Niu, Z.X. and Hua, G. and Tian, Q. and Gao, X.B.",
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@inproceedings{bb106340,
        AUTHOR = "Niu, Z.X. and Hua, G. and Gao, X.B. and Tian, Q.",
        TITLE = "Context aware topic model for scene recognition",
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@inproceedings{bb106341,
        AUTHOR = "Niu, Z.X. and Hua, G. and Gao, X.B. and Tian, Q.",
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@article{bb106342,
        AUTHOR = "Mahanta, M.S. and Plataniotis, K.N.",
        TITLE = "2DLDA as matrix-variate formulation of a separable 1DLDA",
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@article{bb106343,
        AUTHOR = "Wei, Z. and Chu, Y.J. and Zhao, L.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102771"}

@article{bb106344,
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        TITLE = "Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis",
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@inproceedings{bb106345,
        AUTHOR = "Noh, Y.K. and Hamm, J. and Lee, D.D.",
        TITLE = "Regularized discriminant analysis for transformation-invariant object
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@article{bb106346,
        AUTHOR = "Ye, Q. and Yang, J. and Liu, F. and Zhao, C. and Ye, N. and Yin, T.",
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Iterative Algorithm",
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@article{bb106347,
        AUTHOR = "Shi, H.Q. and Tao, L.",
        TITLE = "Visual comparison based on linear regression model and linear
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@article{bb106348,
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@article{bb106349,
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@inproceedings{bb106351,
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@inproceedings{bb106355,
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@inproceedings{bb106356,
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@inproceedings{bb106357,
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@inproceedings{bb106358,
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@inproceedings{bb106359,
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@inproceedings{bb106360,
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@inproceedings{bb106361,
        AUTHOR = "Ji, S.W. and Ye, J.P.",
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        BOOKTITLE = CVPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102789"}

@inproceedings{bb106362,
        AUTHOR = "Kong, H. and Teoh, E.K. and Xu, P.F.",
        TITLE = "Margin Maximizing Discriminant Analysis for Multi-shot Based Object
Recognition",
        BOOKTITLE = ISVC06,
        YEAR = "2006",
        PAGES = "I: 628-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102790"}

@inproceedings{bb106363,
        AUTHOR = "Juszczak, P. and Tax, D.M.J. and Verzakov, S. and Duin, R.P.W.",
        TITLE = "Domain Based LDA and QDA",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 788-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102791"}

@inproceedings{bb106364,
        AUTHOR = "Zhu, M.L. and Martinez, A.M.",
        TITLE = "Selecting Principal Components in a Two-Stage LDA Algorithm",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 132-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102792"}

@inproceedings{bb106365,
        AUTHOR = "Tanigawa, M.",
        TITLE = "Multi-class object recognition using boosted linear discriminant
analysis combined with masking covariance matrix method",
        BOOKTITLE = CVS06,
        YEAR = "2006",
        PAGES = "33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102793"}

@inproceedings{bb106366,
        AUTHOR = "Keysers, D. and Ney, H.",
        TITLE = "Linear discriminant analysis and discriminative log-linear modeling",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 156-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102794"}

@inproceedings{bb106367,
        AUTHOR = "Unsalan, C. and Ercil, A.",
        TITLE = "Shapes of Features and a Modified Measure for Linear Discriminant
Analysis",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 410-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT102795"}

@article{bb106368,
        AUTHOR = "Gerbrands, J.J.",
        TITLE = "On the relationships between SVD, KLT and PCA",
        JOURNAL = PR,
        VOLUME = "14",
        YEAR = "1981",
        NUMBER = "1-6",
        PAGES = "375-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102796"}

@article{bb106369,
        AUTHOR = "Zhao, L. and Yang, Y.H.",
        TITLE = "Theoretical analysis of illumination in PCA-based vision systems",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "547-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102797"}

@article{bb106370,
        AUTHOR = "Martinez, A.M. and Kak, A.C.",
        TITLE = "PCA versus LDA",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "228-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102798"}

@article{bb106371,
        AUTHOR = "Ramamoorthi, R.",
        TITLE = "Analytic PCA Construction for Theoretical Analysis of Lighting
Variability in Images of a Lambertian Object",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1322-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102799"}

@article{bb106372,
        AUTHOR = "Guillamet, D. and Vitria, J.",
        TITLE = "Evaluation of distance metrics for recognition based on non-negative
matrix factorization",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1599-1605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102800"}

@inproceedings{bb106373,
        AUTHOR = "Guillamet, D. and Vitria, J.",
        TITLE = "Determining a suitable metric when using non-negative matrix
factorization",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 128-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102801"}

@article{bb106374,
        AUTHOR = "Guillamet, D. and Vitria, J. and Schiele, B.",
        TITLE = "Introducing a weighted non-negative matrix factorization for image
classification",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2447-2454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102802"}

@inproceedings{bb106375,
        AUTHOR = "Guillamet, D. and Schiele, B. and Vitria, J.",
        TITLE = "Analyzing non-negative matrix factorization for image classification",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 116-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102803"}

@inproceedings{bb106376,
        AUTHOR = "Guillamet, D. and Vitria, J.",
        TITLE = "Discriminant basis for object classification",
        BOOKTITLE = CIAP01,
        YEAR = "2001",
        PAGES = "256-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102804"}

@inproceedings{bb106377,
        AUTHOR = "Guillamet, D. and Bressan, M. and Vitria, J.",
        TITLE = "A Weighted Non-negative Matrix Factorization for Local Representations",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:942-947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102805"}

@inproceedings{bb106378,
        AUTHOR = "Bressan, M. and Guillamet, D. and Vitria, J.",
        TITLE = "Using an ICA Representation of High Dimensional Data for Object
Recognition and Classification",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:1004-1009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102806"}

@inproceedings{bb106379,
        AUTHOR = "Bressan, M. and Vitria, J.",
        TITLE = "Independent Modes of Variation in Point Distribution Models",
        BOOKTITLE = VF01,
        YEAR = "2001",
        PAGES = "123 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102807"}

@inproceedings{bb106380,
        AUTHOR = "Guillamet, D. and Moghaddam, B. and Vitria, J.",
        TITLE = "Higher-order dependencies in local appearance models",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 213-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102808"}

@inproceedings{bb106381,
        AUTHOR = "Moghaddam, B. and Guillamet, D. and Vitria, J.",
        TITLE = "Local appearance-based models using high-order statistics of image
features",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "I: 729-735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102809"}

@article{bb106382,
        AUTHOR = "Wang, L.W. and Wang, X. and Zhang, X.R. and Feng, J.F.",
        TITLE = "The equivalence of two-dimensional PCA to line-based PCA",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "57-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102810"}

@article{bb106383,
        AUTHOR = "Martinez, A.M. and Zhu, M.L.",
        TITLE = "Where Are Linear Feature Extraction Methods Applicable?",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1934-1944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102811"}

@article{bb106384,
        AUTHOR = "Gao, H. and Davis, J.W.",
        TITLE = "Why direct LDA is not equivalent to LDA",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1002-1006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102812"}

@inproceedings{bb106385,
        AUTHOR = "Gao, H. and Davis, J.W.",
        TITLE = "Sampling Representative Examples for Dimensionality Reduction and
Recognition: Bumping LDA",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "III: 275-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102813"}

@article{bb106386,
        AUTHOR = "Chen, P. and Suter, D.",
        TITLE = "An Analysis of Linear Subspace Approaches for Computer Vision and
Pattern Recognition",
        JOURNAL = IJCV,
        VOLUME = "68",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "83-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102814"}

@article{bb106387,
        AUTHOR = "Bethge, M.",
        TITLE = "Factorial coding of natural images: how effective are linear models in
removing higher-order dependencies?",
        JOURNAL = JOSA-A,
        VOLUME = "23",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1253-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102815"}

@article{bb106388,
        AUTHOR = "Vicente, M.A. and Hoyer, P.O. and Hyvarinen, A.",
        TITLE = "Equivalence of Some Common Linear Feature Extraction Techniques for
Appearance-Based Object Recognition Tasks",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "896-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102816"}

@inproceedings{bb106389,
        AUTHOR = "Vicente, M.A. and Fernandez, C. and Reinoso, O. and Paya, L.",
        TITLE = "3D Object Recognition from Appearance: PCA Versus ICA Approaches",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
        PAGES = "I: 547-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102817"}

@article{bb106390,
        AUTHOR = "Gao, Q.X.",
        TITLE = "Is two-dimensional PCA equivalent to a special case of modular PCA?",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1250-1251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102818"}

@article{bb106391,
        AUTHOR = "Shih, F.Y. and Zhang, K.",
        TITLE = "A distance-based separator representation for pattern classification",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "667-672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102819"}

@article{bb106392,
        AUTHOR = "Zheng, W.S. and Lai, J.H. and Li, S.Z.",
        TITLE = "1D-LDA vs. 2D-LDA: When is vector-based linear discriminant analysis
better than matrix-based?",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2156-2172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102820"}

@book{bb106393,
        AUTHOR = "Elad, M.",
        TITLE = "Sparse and Redundant Representations
From Theory to Applications in Signal and Image Processing",
        PUBLISHER = "Springer",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102821"}

@article{bb106394,
        AUTHOR = "Elad, M.",
        TITLE = "Sparse and Redundant Representation Modeling: What Next?",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "922-928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102822"}

@article{bb106395,
        AUTHOR = "Eriksson, A.P. and van den Hengel, A.J.",
        TITLE = "Efficient Computation of Robust Weighted Low-Rank Matrix Approximations
Using the L_1 Norm",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1681-1690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102823"}

@inproceedings{bb106396,
        AUTHOR = "Eriksson, A.P. and van den Hengel, A.J.",
        TITLE = "Efficient computation of robust low-rank matrix approximations in the
presence of missing data using the L1 norm",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "771-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102824"}

@inproceedings{bb106397,
        AUTHOR = "Chojnacki, W. and van den Hengel, A.J. and Brooks, M.J.",
        TITLE = "Generalised Principal Component Analysis:
Exploiting Inherent Parameter Constraints",
        BOOKTITLE = VISAPP06,
        YEAR = "2006",
        PAGES = "217-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102825"}

@book{bb106398,
        AUTHOR = "Oreifej, O. and Shah, M.",
        TITLE = "Robust Subspace Estimation Using Low-Rank Optimization:
Theory and Applications",
        PUBLISHER = "Springer",
        YEAR = "2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102826"}

@article{bb106399,
        AUTHOR = "Du, H.S. and Hu, Q.P. and Jiang, M. and Zhang, F.",
        TITLE = "Two-dimensional principal component analysis based on Schatten p-norm
for image feature extraction",
        JOURNAL = JVCIR,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT102827"}

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