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        TITLE = "An Overview of Robust Subspace Recovery",
        JOURNAL = PIEEE,
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@article{bb118301,
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        TITLE = "Efficient Optimization Algorithms for Robust Principal Component
Analysis and Its Variants",
        JOURNAL = PIEEE,
        VOLUME = "106",
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@article{bb118302,
        AUTHOR = "Bouwmans, T. and Javed, S. and Zhang, H. and Lin, Z. and Otazo, R.",
        TITLE = "On the Applications of Robust PCA in Image and Video Processing",
        JOURNAL = PIEEE,
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        NUMBER = "8",
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        PAGES = "1427-1457",
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@article{bb118303,
        AUTHOR = "Yazdi, S.V. and Douzal Chouakria, A.",
        TITLE = "Time warp invariant kSVD: Sparse coding and dictionary learning for
time series under time warp",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114539"}

@article{bb118304,
        AUTHOR = "Schnass, K.",
        TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
        JOURNAL = SPLetters,
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@article{bb118305,
        AUTHOR = "Schnass, K.",
        TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
        JOURNAL = SPLetters,
        VOLUME = "26",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "1566-1567",
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@article{bb118306,
        AUTHOR = "Tarzanagh, D.A. and Michailidis, G.",
        TITLE = "Fast Randomized Algorithms for t-Product Based Tensor Operations and
Decompositions with Applications to Imaging Data",
        JOURNAL = SIIMS,
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        NUMBER = "4",
        PAGES = "2629-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114541"}

@article{bb118307,
        AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "Fast Multilevel Algorithms for Compressive Principal Component
Pursuit",
        JOURNAL = SIIMS,
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        YEAR = "2019",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114542"}

@inproceedings{bb118308,
        AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "Multilevel Approximate Robust Principal Component Analysis",
        BOOKTITLE = Matrix-Tensor17,
        YEAR = "2017",
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@article{bb118309,
        AUTHOR = "Mo, D.M. and Lai, Z.H. and Wong, W.K.",
        TITLE = "Locally Joint Sparse Marginal Embedding for Feature Extraction",
        JOURNAL = MultMed,
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@article{bb118310,
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@article{bb118311,
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        TITLE = "A Simple and Fast Algorithm for L1-Norm Kernel PCA",
        JOURNAL = PAMI,
        VOLUME = "42",
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@article{bb118312,
        AUTHOR = "Rontogiannis, A.A. and Giampouras, P.V. and Koutroumbas, K.D.",
        TITLE = "Online Reweighted Least Squares Robust PCA",
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@article{bb118313,
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@article{bb118314,
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@article{bb118315,
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        JOURNAL = PAMI,
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@article{bb118316,
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        TITLE = "Orthogonal SVD Covariance Conditioning and Latent Disentanglement",
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@inproceedings{bb118317,
        AUTHOR = "Song, Y. and Sebe, N. and Wang, W.",
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@article{bb118318,
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@article{bb118319,
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@inproceedings{bb118322,
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@inproceedings{bb118323,
        AUTHOR = "Cai, H.Q. and Chao, Z. and Huang, L.X. and Needell, D.",
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@inproceedings{bb118324,
        AUTHOR = "Zhang, M. and Gao, Y. and Sun, C. and Blumenstein, M.",
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@inproceedings{bb118325,
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@inproceedings{bb118326,
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@inproceedings{bb118327,
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@inproceedings{bb118328,
        AUTHOR = "Zhang, Z. and Jiang, W. and Li, S. and Qin, J. and Liu, G. and Yan, S.",
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@inproceedings{bb118329,
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@inproceedings{bb118330,
        AUTHOR = "Fronckova, K. and Prazak, P. and Slaby, A.",
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@inproceedings{bb118331,
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@inproceedings{bb118332,
        AUTHOR = "Erichson, N.B. and Brunton, S.L. and Kutz, J.N.",
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@inproceedings{bb118335,
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@inproceedings{bb118336,
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@inproceedings{bb118338,
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@inproceedings{bb118341,
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@inproceedings{bb118342,
        AUTHOR = "Thongkamwitoon, T. and Muammar, H. and Dragotti, P.L.",
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@inproceedings{bb118345,
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@inproceedings{bb118346,
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@inproceedings{bb118353,
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@inproceedings{bb118355,
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@inproceedings{bb118358,
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@inproceedings{bb118359,
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@inproceedings{bb118360,
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@inproceedings{bb118361,
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@inproceedings{bb118362,
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        YEAR = "2010",
        PAGES = "II: 156-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114597"}

@inproceedings{bb118363,
        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",
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@inproceedings{bb118364,
        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,
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        PAGES = "1245-1248",
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@inproceedings{bb118365,
        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#TT114600"}

@inproceedings{bb118366,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114601"}

@inproceedings{bb118367,
        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",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114602"}

@inproceedings{bb118368,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
        TITLE = "Informative Laplacian Projection",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114603"}

@inproceedings{bb118369,
        AUTHOR = "Olsson, C. and Oskarsson, M.",
        TITLE = "A Convex Approach to Low Rank Matrix Approximation with Missing Data",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "301-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114604"}

@inproceedings{bb118370,
        AUTHOR = "Mauthner, T. and Kluckner, S. and Roth, P.M. and Bischof, H.",
        TITLE = "Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "212-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114605"}

@inproceedings{bb118371,
        AUTHOR = "Storer, M. and Roth, P.M. and Urschler, M. and Bischof, H.",
        TITLE = "Fast-Robust PCA",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "430-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114606"}

@inproceedings{bb118372,
        AUTHOR = "Lucini, M.M. and Frery, A.C.",
        TITLE = "Robust Principal Components for Hyperspectral Data Analysis",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "126-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114607"}

@inproceedings{bb118373,
        AUTHOR = "Mazhar, R. and Gader, P.D.",
        TITLE = "EK-SVD: Optimized dictionary design for sparse representations",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114608"}

@inproceedings{bb118374,
        AUTHOR = "Nguyen, N. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Boosting performance for 2D Linear Discriminant Analysis via regression",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114609"}

@inproceedings{bb118375,
        AUTHOR = "Andriyashin, A. and Parkkinen, J. and Jaaskelainen, T.",
        TITLE = "Illuminant dependence of PCA, NMF and NTF in spectral color imaging",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114610"}

@inproceedings{bb118376,
        AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
        TITLE = "Robust Bayesian PCA with Student's t-distribution:
The variational inference approach",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1340-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114611"}

@inproceedings{bb118377,
        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,
        YEAR = "2008",
        PAGES = "2672-2675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114612"}

@inproceedings{bb118378,
        AUTHOR = "Thorstensen, N. and Keriven, R.",
        TITLE = "Non-rigid Shape Matching Using Geometry and Photometry",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 644-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114613"}

@inproceedings{bb118379,
        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,
        YEAR = "2009",
        PAGES = "721-732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114614"}

@inproceedings{bb118380,
        AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
        TITLE = "Normalization and preimage problem in gaussian kernel PCA",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "741-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114615"}

@inproceedings{bb118381,
        AUTHOR = "Park, M.S. and Choi, J.Y.",
        TITLE = "Novel Incremental Principal Component Analysis with Improved
Performance",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "592-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114616"}

@inproceedings{bb118382,
        AUTHOR = "Ding, C. and Huang, H. and Luo, D.",
        TITLE = "Tensor reduction error analysis:
Applications to video compression and classification",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114617"}

@inproceedings{bb118383,
        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",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114618"}

@inproceedings{bb118384,
        AUTHOR = "Shi, Y.G. and Lai, R.J. and Krishna, S. and Sicotte, N. and Dinov, I.D. and Toga, A.W.",
        TITLE = "Anisotropic Laplace-Beltrami eigenmaps:
Bridging Reeb graphs and skeletons",
        BOOKTITLE = MMBIA08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114619"}

@inproceedings{bb118385,
        AUTHOR = "di Martino, F. and Loia, V. and Sessa, S.",
        TITLE = "A Fuzzy Hybrid Method for Image Decomposition Problem",
        BOOKTITLE = EvoIASP08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114620"}

@inproceedings{bb118386,
        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,
        YEAR = "2007",
        PAGES = "II: 774-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114621"}

@inproceedings{bb118387,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Functional Learning of Kernels for Information Fusion Purposes",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "277-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114622"}

@inproceedings{bb118388,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Joint Diagonalization of Kernels for Information Fusion",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "556-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114623"}

@inproceedings{bb118389,
        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",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 333-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114624"}

@inproceedings{bb118390,
        AUTHOR = "Melenchon, J. and Martinez, E.",
        TITLE = "Efficiently Downdating, Composing and Splitting Singular Value
Decompositions Preserving the Mean Information",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 436-443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114625"}

@inproceedings{bb118391,
        AUTHOR = "Franc, V. and Hlavac, V.",
        TITLE = "Greedy Kernel Principal Component Analysis",
        BOOKTITLE = CogVis03,
        YEAR = "2003",
        PAGES = "87-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114626"}

@inproceedings{bb118392,
        AUTHOR = "Yan, S.C. and Tang, X.",
        TITLE = "Trace Quotient Problems Revisited",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "II: 232-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114627"}

@inproceedings{bb118393,
        AUTHOR = "Yan, S.C. and Tang, X.",
        TITLE = "Largest-Eigenvalue-Theory for Incremental Principal Component Analysis",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 1181-1184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114628"}

@inproceedings{bb118394,
        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",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 158-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114629"}

@article{bb118395,
        AUTHOR = "Wang, H.C. and Ahuja, N.",
        TITLE = "A Tensor Approximation Approach to Dimensionality Reduction",
        JOURNAL = IJCV,
        VOLUME = "76",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "217-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114630"}

@inproceedings{bb118396,
        AUTHOR = "Wang, H.C. and Ahuja, N.",
        TITLE = "Rank-R Approximation of Tensors: Using Image-as-Matrix Representation",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 346-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114631"}

@inproceedings{bb118397,
        AUTHOR = "Ghodsi, A. and Huang, J.Y. and Southey, F. and Schuurmans, D.",
        TITLE = "Tangent-Corrected Embedding",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "I: 518-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114632"}

@inproceedings{bb118398,
        AUTHOR = "Muhlich, M. and Mester, R.",
        TITLE = "Optimal Estimation of Homogeneous Vectors",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "322-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114633"}

@inproceedings{bb118399,
        AUTHOR = "Muhlich, M. and Mester, R.",
        TITLE = "Unbiased Errors-In-Variables Estimation Using Generalized Eigensystem
Analysis",
        BOOKTITLE = SMVP04,
        YEAR = "2004",
        PAGES = "38-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114634"}

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