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        AUTHOR = "Mu, Y.D. and Dong, J. and Yuan, X.T. and Yan, S.C.",
        TITLE = "Accelerated low-rank visual recovery by random projection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2609-2616",
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@inproceedings{bb129201,
        AUTHOR = "Abrams, A. and Feder, E. and Pless, R.",
        TITLE = "Exploratory analysis of time-lapse imagery with fast subset PCA",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "336-343",
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@inproceedings{bb129202,
        AUTHOR = "Kwatra, V. and Han, M.",
        TITLE = "Fast Covariance Computation and Dimensionality Reduction for Sub-window
Features in Images",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 156-169",
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@inproceedings{bb129203,
        AUTHOR = "Chen, W. and Huang, K.Q. and Tan, T.N. and Tao, D.C.",
        TITLE = "A convergent solution to two dimensional linear discriminant analysis",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "4133-4136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125368"}

@inproceedings{bb129204,
        AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
        TITLE = "Learning dictionary via subspace segmentation for sparse representation",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "1245-1248",
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@inproceedings{bb129205,
        AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
        TITLE = "Sub clustering K-SVD:
Size variable dictionary learning for sparse representations",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2149-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125370"}

@inproceedings{bb129206,
        AUTHOR = "Cheng, P. and Li, W.Q. and Ogunbona, P.",
        TITLE = "Greedy Approximation of Kernel PCA by Minimizing the Mapping Error",
        BOOKTITLE = DICTA09,
        YEAR = "2009",
        PAGES = "303-308",
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@inproceedings{bb129207,
        AUTHOR = "Kong, X.Y. and Hu, C.H. and Han, C.Z.",
        TITLE = "The Performance Analysis of the Self-Stabilizing Douglas's MCA
Algorithm",
        BOOKTITLE = CISP09,
        YEAR = "2009",
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@inproceedings{bb129208,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
        TITLE = "Informative Laplacian Projection",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "359-368",
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@inproceedings{bb129209,
        AUTHOR = "Olsson, C. and Oskarsson, M.",
        TITLE = "A Convex Approach to Low Rank Matrix Approximation with Missing Data",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
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@inproceedings{bb129210,
        AUTHOR = "Mauthner, T. and Kluckner, S. and Roth, P.M. and Bischof, H.",
        TITLE = "Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies",
        BOOKTITLE = DAGM10,
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@inproceedings{bb129211,
        AUTHOR = "Storer, M. and Roth, P.M. and Urschler, M. and Bischof, H.",
        TITLE = "Fast-Robust PCA",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
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@inproceedings{bb129212,
        AUTHOR = "Lucini, M.M. and Frery, A.C.",
        TITLE = "Robust Principal Components for Hyperspectral Data Analysis",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
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@inproceedings{bb129213,
        AUTHOR = "Mazhar, R. and Gader, P.D.",
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@inproceedings{bb129214,
        AUTHOR = "Nguyen, N. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Boosting performance for 2D Linear Discriminant Analysis via regression",
        BOOKTITLE = ICPR08,
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@inproceedings{bb129215,
        AUTHOR = "Andriyashin, A. and Parkkinen, J. and Jaaskelainen, T.",
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@inproceedings{bb129216,
        AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
        TITLE = "Robust Bayesian PCA with Student's t-distribution:
The variational inference approach",
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@inproceedings{bb129217,
        AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
        TITLE = "An EM algorithm for robust Bayesian PCA with student's t-distribution",
        BOOKTITLE = ICIP08,
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@inproceedings{bb129218,
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        BOOKTITLE = ACCV09,
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@inproceedings{bb129219,
        AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
        TITLE = "Pre-image as Karcher Mean Using Diffusion Maps:
Application to Shape and Image Denoising",
        BOOKTITLE = SSVM09,
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@inproceedings{bb129220,
        AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
        TITLE = "Normalization and preimage problem in gaussian kernel PCA",
        BOOKTITLE = ICIP08,
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@inproceedings{bb129221,
        AUTHOR = "Park, M.S. and Choi, J.Y.",
        TITLE = "Novel Incremental Principal Component Analysis with Improved
Performance",
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        YEAR = "2008",
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@inproceedings{bb129222,
        AUTHOR = "Ding, C. and Huang, H. and Luo, D.",
        TITLE = "Tensor reduction error analysis:
Applications to video compression and classification",
        BOOKTITLE = CVPR08,
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@inproceedings{bb129223,
        AUTHOR = "Ma, Y. and Ijiri, Y. and Lao, S.H. and Kawade, M.",
        TITLE = "Re-weighting Linear Discrimination Analysis under ranking loss",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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@inproceedings{bb129224,
        AUTHOR = "di Martino, F. and Loia, V. and Sessa, S.",
        TITLE = "A Fuzzy Hybrid Method for Image Decomposition Problem",
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@inproceedings{bb129225,
        AUTHOR = "Takahashi, T. and Lina and Ide, I. and Mekada, Y. and Murase, H.",
        TITLE = "Interpolation Between Eigenspaces Using Rotation in Multiple Dimensions",
        BOOKTITLE = ACCV07,
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@inproceedings{bb129226,
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        TITLE = "Functional Learning of Kernels for Information Fusion Purposes",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125391"}

@inproceedings{bb129227,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Joint Diagonalization of Kernels for Information Fusion",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
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@inproceedings{bb129228,
        AUTHOR = "Lewis, J.P. and Mostafavi, I. and Sosinsky, G. and Martone, M.E. and West, R.",
        TITLE = "Shape Priors by Kernel Density Modeling of PCA Residual Structure",
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        YEAR = "2007",
        PAGES = "IV: 333-336",
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@inproceedings{bb129229,
        AUTHOR = "Melenchon, J. and Martinez, E.",
        TITLE = "Efficiently Downdating, Composing and Splitting Singular Value
Decompositions Preserving the Mean Information",
        BOOKTITLE = IbPRIA07,
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@inproceedings{bb129230,
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        TITLE = "Greedy Kernel Principal Component Analysis",
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@inproceedings{bb129231,
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        TITLE = "Trace Quotient Problems Revisited",
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@inproceedings{bb129232,
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        TITLE = "Largest-Eigenvalue-Theory for Incremental Principal Component Analysis",
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@inproceedings{bb129233,
        AUTHOR = "Yang, A.Y. and Rao, S. and Wagner, A. and Ma, Y. and Fossum, R.M.",
        TITLE = "Hilbert Functions and Applications to the Estimation of Subspace
Arrangements",
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@article{bb129234,
        AUTHOR = "Wang, H.C. and Ahuja, N.",
        TITLE = "A Tensor Approximation Approach to Dimensionality Reduction",
        JOURNAL = IJCV,
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@inproceedings{bb129235,
        AUTHOR = "Wang, H.C. and Ahuja, N.",
        TITLE = "Rank-R Approximation of Tensors: Using Image-as-Matrix Representation",
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@inproceedings{bb129236,
        AUTHOR = "Ghodsi, A. and Huang, J.Y. and Southey, F. and Schuurmans, D.",
        TITLE = "Tangent-Corrected Embedding",
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@inproceedings{bb129237,
        AUTHOR = "Muhlich, M. and Mester, R.",
        TITLE = "Optimal Estimation of Homogeneous Vectors",
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@inproceedings{bb129238,
        AUTHOR = "Muhlich, M. and Mester, R.",
        TITLE = "Unbiased Errors-In-Variables Estimation Using Generalized Eigensystem
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@inproceedings{bb129239,
        AUTHOR = "Yuan, X.T. and Zhu, H.W. and Yang, S.T.",
        TITLE = "A Robust Framework For Eigenspace Image Reconstruction",
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        YEAR = "2005",
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@inproceedings{bb129240,
        AUTHOR = "Wilczkowiak, M. and Sturm, P.F. and Boyer, E.",
        TITLE = "The Analysis of Ambiguous Solutions in Linear Systems and its
Application to Computer Vision",
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@inproceedings{bb129241,
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@inproceedings{bb129242,
        AUTHOR = "Tropp, J.A. and Gilbert, A.C. and Muthukrishnan, S. and Strauss, M.J.",
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@inproceedings{bb129243,
        AUTHOR = "Rozell, C. and Johnson, D. and Baraniuk, R.G. and Olshausen, B.A.",
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@inproceedings{bb129244,
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@inproceedings{bb129245,
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@inproceedings{bb129246,
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@inproceedings{bb129247,
        AUTHOR = "Pei, S.C. and Chang, J.H. and Ding, J.J.",
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@inproceedings{bb129248,
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@inproceedings{bb129249,
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@inproceedings{bb129250,
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@inproceedings{bb129251,
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@inproceedings{bb129252,
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@inproceedings{bb129253,
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@inproceedings{bb129254,
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@inproceedings{bb129257,
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@article{bb129263,
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@article{bb129267,
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@inproceedings{bb129268,
        AUTHOR = "Pentland, A.P. and Moghaddam, B.",
        TITLE = "Probabilistic Visual Learning For Object Representation",
        BOOKTITLE = EVL96,
        YEAR = "1996",
        PAGES = "99-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125432"}

@inproceedings{bb129269,
        AUTHOR = "Moghaddam, B. and Pentland, A.P.",
        TITLE = "Probabilistic Visual Learning for Object Detection",
        BOOKTITLE = ICCV95,
        YEAR = "1995",
        PAGES = "786-793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125433"}

@article{bb129270,
        AUTHOR = "Moghaddam, B. and Jebara, T. and Pentland, A.P.",
        TITLE = "Bayesian face recognition",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1771-1782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125434"}

@inproceedings{bb129271,
        AUTHOR = "Moghaddam, B. and Jebara, T. and Pentland, A.P.",
        TITLE = "Efficient MAP/ML Similarity Matching for Visual Recognition",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 876-881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125435"}

@article{bb129272,
        AUTHOR = "Moghaddam, B. and Nastar, C. and Pentland, A.P.",
        TITLE = "A Bayesian similarity measure for deformable image matching",
        JOURNAL = IVC,
        VOLUME = "19",
        YEAR = "2001",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "235-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125436"}

@inproceedings{bb129273,
        AUTHOR = "Moghaddam, B. and Nastar, C. and Pentland, A.P.",
        TITLE = "Bayesian face recognition with deformable image models",
        BOOKTITLE = CIAP01,
        YEAR = "2001",
        PAGES = "26-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125437"}

@inproceedings{bb129274,
        AUTHOR = "Moghaddam, B. and Nastar, C. and Pentland, A.P.",
        TITLE = "A Bayesian Similarity Measure for Direct Image Matching",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 350-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125438"}

@inproceedings{bb129275,
        AUTHOR = "Moghaddam, B. and Pentland, A.P. and Nastar, C.",
        TITLE = "Bayesian Face Recognition Using Deformable Intensity Surfaces",
        BOOKTITLE = CVPR96,
        YEAR = "1996",
        PAGES = "638-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125439"}

@inproceedings{bb129276,
        AUTHOR = "Nastar, C. and Pentland, A.P.",
        TITLE = "Matching and Recognition Using Deformable Intensity Surfaces",
        BOOKTITLE = SCV95,
        YEAR = "1995",
        PAGES = "223-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125440"}

@inproceedings{bb129277,
        AUTHOR = "Pentland, A.P. and Moghaddam, B. and Starner, T.E.",
        TITLE = "View-Based and Modular Eigenspaces for Face Recognition",
        BOOKTITLE = CVPR94,
        YEAR = "1994",
        PAGES = "84-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125441"}

@inproceedings{bb129278,
        AUTHOR = "Starner, T.E. and Moghaddam, B. and Pentland, A.P.",
        TITLE = "View-Based and Modular Eigenspaces for Face Recognition",
        BOOKTITLE = Vismod,
        YEAR = "1993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125441"}

@inproceedings{bb129279,
        AUTHOR = "Moghaddam, B. and Pentland, A.P.",
        TITLE = "Face Recognition Using View-Based and Modular Eigenspaces",
        BOOKTITLE = Vismod,
        YEAR = "1994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125442"}

@inproceedings{bb129280,
        AUTHOR = "Moghaddam, B. and Pentland, A.P.",
        TITLE = "An Automatic System for Model-Based Coding of Faces",
        BOOKTITLE = Vismod,
        YEAR = "1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125443"}

@inproceedings{bb129281,
        AUTHOR = "Pentland, A.P.",
        TITLE = "Extraction of deformable part models",
        BOOKTITLE = ECCV90,
        YEAR = "1990",
        PAGES = "397-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125444"}

@article{bb129282,
        AUTHOR = "Moghaddam, B.",
        TITLE = "Principal Manifolds and Probabilistic Subspaces for Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "780-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125445"}

@inproceedings{bb129283,
        AUTHOR = "Moghaddam, B.",
        TITLE = "Principal Manifolds and Bayesian Subspaces for Visual Recognition",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "1131-1136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125446"}

@article{bb129284,
        AUTHOR = "Belhumeur, P.N. and Hespanha, J.P. and Kriegman, D.J.",
        TITLE = "Eigenfaces vs. Fisherfaces: 
Recognition Using Class-Specific Linear Projection",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "711-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125447"}

@inproceedings{bb129285,
        AUTHOR = "Kriegman, D.J. and Hespanha, J.P. and Belhumeur, P.N.",
        TITLE = "Eigenfaces vs. Fisherfaces: 
Recognition Using Class-Specific Linear Projection",
        BOOKTITLE = ECCV96,
        YEAR = "1996",
        PAGES = "I:43-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125447"}

@inproceedings{bb129286,
        AUTHOR = "Tuceryan, M. and Flinchbaugh, B.E.",
        TITLE = "Model based faced coding and decoding using feature detection
and eigenface coding",
        BOOKTITLE = US_Patent,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125448"}

@article{bb129287,
        AUTHOR = "Yilmaz, A. and Gokmen, M.",
        TITLE = "Eigenhill vs. Eigenface and Eigenedge",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "181-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125449"}

@inproceedings{bb129288,
        AUTHOR = "Gokmen, M. and Yilmaz, A.",
        TITLE = "Eigenhill vs. Eigenface and Eigenedge",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 827-830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125449"}

@article{bb129289,
        AUTHOR = "Kim, H.C. and Kim, D.J. and Bang, S.Y.",
        TITLE = "Face recognition using the mixture-of-eigenfaces method",
        JOURNAL = PRL,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "1549-1558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125450"}

@article{bb129290,
        AUTHOR = "Kim, H.C. and Kim, D.J. and Bang, S.Y.",
        TITLE = "Face recognition using LDA mixture model",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2815-2821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125451"}

@inproceedings{bb129291,
        AUTHOR = "Bang, S.Y. and Kim, D.J. and Kim, H.C.",
        TITLE = "Face recognition using LDA mixture model",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 486-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125451"}

@article{bb129292,
        AUTHOR = "Kim, M.S. and Kim, D.J. and Lee, S.Y.",
        TITLE = "Face recognition using the embedded HMM with second-order
block-specific observations",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2723-2735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125452"}

@article{bb129293,
        AUTHOR = "Kim, H.C. and Kim, D.J. and Bang, S.Y. and Lee, S.Y.",
        TITLE = "Face recognition using the second-order mixture-of-eigenfaces method",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "337-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125453"}

@article{bb129294,
        AUTHOR = "Tsalakanidou, F. and Tzovaras, D. and Strintzis, M.G.",
        TITLE = "Use of depth and colour eigenfaces for face recognition",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1427-1435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125454"}

@article{bb129295,
        AUTHOR = "Gunturk, B.K. and Batur, A.U. and Altunbasak, Y. and Hayes, M.H. and Mersereau, R.M.",
        TITLE = "Eigenface-domain super-resolution for face recognition",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "597-606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125455"}

@inproceedings{bb129296,
        AUTHOR = "Gunturk, B.K. and Batur, A.U. and Altunbasak, Y. and Hayes, M.H. and Mersereau, R.M.",
        TITLE = "Eigenface-based super-resolution for face recognition",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "II: 845-848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125456"}

@article{bb129297,
        AUTHOR = "Batur, A.U. and Hayes, M.H.",
        TITLE = "Segmented Linear Subspaces for Illumination-Robust Face Recognition",
        JOURNAL = IJCV,
        VOLUME = "57",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "49-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125457"}

@inproceedings{bb129298,
        AUTHOR = "Batur, A.U. and Hayes, M.H.",
        TITLE = "Linear Subspaces for Illumination Robust Face Recognition",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "II:296-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125458"}

@article{bb129299,
        AUTHOR = "Liu, X.M. and Chen, T.H. and Thornton, S.M.",
        TITLE = "Eigenspace updating for non-stationary process and its application to
face recognition",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1945-1959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match586.html#TT125459"}

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