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@article{bb70601,
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@article{bb70602,
        AUTHOR = "Li, M. and Yuan, B.Z.",
        TITLE = "2D-LDA: A statistical linear discriminant analysis for image matrix",
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@article{bb70603,
        AUTHOR = "Liang, Y.X. and Gong, W.G. and Pan, Y.J. and Li, W.H.",
        TITLE = "Generalizing relevance weighted LDA",
        JOURNAL = PR,
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@article{bb70604,
        AUTHOR = "Tang, H. and Fang, T. and Shi, P.F.",
        TITLE = "Laplacian linear discriminant analysis",
        JOURNAL = PR,
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        YEAR = "2006",
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@article{bb70605,
        AUTHOR = "Tang, H. and Fang, T. and Shi, P.F.",
        TITLE = "Nonlinear discriminant mapping using the Laplacian of a graph",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67724"}

@article{bb70606,
        AUTHOR = "Xie, J.G. and Qiu, Z.D.",
        TITLE = "The effect of imbalanced data sets on LDA:
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        NUMBER = "2",
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        PAGES = "557-562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67725"}

@inproceedings{bb70607,
        AUTHOR = "Xie, J.G. and Qiu, Z.D. and Wu, J.",
        TITLE = "Bootstrap Methods for Reject Rules of Fisher LDA",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 425-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67726"}

@article{bb70608,
        AUTHOR = "Nenadic, Z.",
        TITLE = "Information Discriminant Analysis: Feature Extraction with an
Information-Theoretic Objective",
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        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1394-1407",
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@article{bb70609,
        AUTHOR = "Das, K. and Nenadic, Z.",
        TITLE = "Approximate information discriminant analysis: A computationally simple
heteroscedastic feature extraction technique",
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        PAGES = "1565-1574",
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@article{bb70610,
        AUTHOR = "Tang, F. and Tao, H.",
        TITLE = "Fast linear discriminant analysis using binary bases",
        JOURNAL = PRL,
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        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67729"}

@inproceedings{bb70611,
        AUTHOR = "Tao, H. and Tang, F.",
        TITLE = "Fast linear discriminant analysis using binary bases",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 52-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67729"}

@inproceedings{bb70612,
        AUTHOR = "Tang, F. and Tao, H.",
        TITLE = "Binary Principal Component Analysis",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "I:377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67730"}

@article{bb70613,
        AUTHOR = "Hu, Z.",
        TITLE = "A comment on 'Laplacian linear discriminant analysis'",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "7",
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        PAGES = "2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67731"}

@article{bb70614,
        AUTHOR = "Bian, W. and Tao, D.C.",
        TITLE = "Biased Discriminant Euclidean Embedding for Content-Based Image
Retrieval",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "545-554",
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@inproceedings{bb70615,
        AUTHOR = "Bian, W. and Tao, D.C.",
        TITLE = "Harmonic mean for subspace selection",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67733"}

@article{bb70616,
        AUTHOR = "Bian, W. and Tao, D.C.",
        TITLE = "Max-Min Distance Analysis by Using Sequential SDP Relaxation for
Dimension Reduction",
        JOURNAL = PAMI,
        VOLUME = "33",
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        MONTH = "January",
        PAGES = "1037-1050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67734"}

@inproceedings{bb70617,
        AUTHOR = "Zhang, T.H. and Tao, D.C. and Yang, J.",
        TITLE = "Discriminative Locality Alignment",
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@article{bb70618,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "Non-iterative Symmetric Two-Dimensional Linear Discriminant Analysis",
        JOURNAL = IEICE,
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@inproceedings{bb70619,
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        TITLE = "Non-Iterative Two-Dimensional Linear Discriminant Analysis",
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@article{bb70620,
        AUTHOR = "Nie, X. and Liu, J. and Sun, J.D. and Liu, W.",
        TITLE = "Robust Video Hashing Based on Double-Layer Embedding",
        JOURNAL = SPLetters,
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67738"}

@article{bb70621,
        AUTHOR = "Liu, X. and Sun, J. and Liu, J.",
        TITLE = "Visual Attention Based Temporally Weighting Method for Video Hashing",
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@article{bb70622,
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        TITLE = "Constraints on the Neighborhood Size in LLE",
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@article{bb70623,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67741"}

@inproceedings{bb70624,
        AUTHOR = "Valencia Aguirre, J. and Alvarez Meza, A. and Daza Santacoloma, G. and Castellanos Dominguez, C.G.",
        TITLE = "Automatic Choice of the Number of Nearest Neighbors in Locally Linear
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@article{bb70625,
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        TITLE = "Tensor Locally Linear Discriminative Analysis",
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@article{bb70626,
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@inproceedings{bb70627,
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        TITLE = "Bayesian Identity Clustering",
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@inproceedings{bb70628,
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@article{bb70629,
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        TITLE = "A tight bound on the performance of Fisher's linear discriminant in
randomly projected data spaces",
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@inproceedings{bb70630,
        AUTHOR = "Durrant, R.J. and Kaban, A.",
        TITLE = "A Bound on the Performance of LDA in Randomly Projected Data Spaces",
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        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67748"}

@article{bb70631,
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        TITLE = "Linear Discriminant Analysis Based on L1-Norm Maximization",
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@article{bb70632,
        AUTHOR = "Zollanvari, A. and Hua, J.P. and Dougherty, E.R.",
        TITLE = "Analytical study of performance of linear discriminant analysis in
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@inproceedings{bb70633,
        AUTHOR = "Tamaki, T. and Yuan, B. and Harada, K. and Raytchev, B. and Kaneda, K.",
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@inproceedings{bb70634,
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@inproceedings{bb70635,
        AUTHOR = "Niu, Z.X. and Hua, G. and Gao, X. and Tian, Q.",
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@inproceedings{bb70636,
        AUTHOR = "Wen, Y. and Zhou, Z.Y. and Wang, X.H. and Zhang, Y.D. and Wu, R.H.",
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@inproceedings{bb70637,
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@inproceedings{bb70638,
        AUTHOR = "Luo, D.J. and Huang, H. and Ding, C.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT67756"}

@inproceedings{bb70639,
        AUTHOR = "Luo, D.J. and Ding, C. and Huang, H.",
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@inproceedings{bb70640,
        AUTHOR = "Vamsidhar, A.R. and Bora, P.K. and Das, S.",
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@inproceedings{bb70641,
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@inproceedings{bb70642,
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@inproceedings{bb70643,
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@inproceedings{bb70644,
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@inproceedings{bb70645,
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@inproceedings{bb70646,
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@inproceedings{bb70647,
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@inproceedings{bb70648,
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@inproceedings{bb70649,
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@inproceedings{bb70650,
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@article{bb70652,
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@article{bb70653,
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@article{bb70654,
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@article{bb70655,
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@inproceedings{bb70656,
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@article{bb70657,
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@inproceedings{bb70660,
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@inproceedings{bb70662,
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@inproceedings{bb70663,
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@inproceedings{bb70664,
        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#TT67782"}

@article{bb70665,
        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#TT67783"}

@article{bb70666,
        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#TT67784"}

@article{bb70667,
        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#TT67785"}

@inproceedings{bb70668,
        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#TT67786"}

@article{bb70669,
        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#TT67787"}

@article{bb70670,
        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#TT67788"}

@article{bb70671,
        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#TT67789"}

@inproceedings{bb70672,
        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#TT67790"}

@article{bb70673,
        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#TT67791"}

@article{bb70674,
        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#TT67792"}

@article{bb70675,
        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#TT67793"}

@book{bb70676,
        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#TT67794"}

@article{bb70677,
        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#TT67795"}

@article{bb70678,
        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#TT67796"}

@inproceedings{bb70679,
        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#TT67797"}

@inproceedings{bb70680,
        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#TT67798"}

@book{bb70681,
        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#TT67799"}

@inproceedings{bb70682,
        AUTHOR = "Hsu, G.S. and Loc, T.T. and Chung, S.L.",
        TITLE = "A comparison study on appearance-based object recognition",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3500-3503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67800"}

@inproceedings{bb70683,
        AUTHOR = "Qi, H.C. and Hughes, S.M.",
        TITLE = "Invariance of principal components under low-dimensional random
projection of the data",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "937-940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67801"}

@inproceedings{bb70684,
        AUTHOR = "Sakano, H.",
        TITLE = "A Brief History of the Subspace Methods",
        BOOKTITLE = Subspace10,
        YEAR = "2010",
        PAGES = "434-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67802"}

@inproceedings{bb70685,
        AUTHOR = "Garg, R. and Du, H. and Seitz, S.M. and Snavely, N.",
        TITLE = "The dimensionality of scene appearance",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1917-1924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67803"}

@inproceedings{bb70686,
        AUTHOR = "Salgian, A.S.",
        TITLE = "Combining local descriptors for 3D object recognition and
categorization",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67804"}

@inproceedings{bb70687,
        AUTHOR = "Salgian, A.S.",
        TITLE = "Using Multiple Patches for 3D Object Recognition",
        BOOKTITLE = BP07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67805"}

@inproceedings{bb70688,
        AUTHOR = "Salgian, A.S.",
        TITLE = "Object Recognition Using Local Descriptors: A Comparison",
        BOOKTITLE = ISVC06,
        YEAR = "2006",
        PAGES = "II: 709-717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67806"}

@inproceedings{bb70689,
        AUTHOR = "Choksuriwong, A. and Laurent, H. and Emile, B.",
        TITLE = "Comparison of Invariant Descriptors for Object Recognition",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 377-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67807"}

@inproceedings{bb70690,
        AUTHOR = "Brand, M.",
        TITLE = "From Subspace to Submanifold Methods",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67808"}

@inproceedings{bb70691,
        AUTHOR = "Lenz, R. and Bui, T.H.",
        TITLE = "Recognition of non-negative patterns",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 498-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67809"}

@inproceedings{bb70692,
        AUTHOR = "Fortuna, J. and Quick, P. and Capson, D.W.",
        TITLE = "A comparison of subspace methods for accurate position measurement",
        BOOKTITLE = Southwest04,
        YEAR = "2004",
        PAGES = "16-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67810"}

@inproceedings{bb70693,
        AUTHOR = "Fortuna, J. and Schuurman, D.C. and Capson, D.W.",
        TITLE = "A comparison of PCA and ICA for object recognition under varying
illumination",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 11-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67811"}

@article{bb70694,
        AUTHOR = "Fortuna, J. and Capson, D.W.",
        TITLE = "Improved support vector classification using PCA and ICA feature space
modification",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1117-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67812"}

@inproceedings{bb70695,
        AUTHOR = "Fortuna, J. and Capson, D.W.",
        TITLE = "ICA filters for lighting invariant face recognition",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 334-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67813"}

@inproceedings{bb70696,
        AUTHOR = "Wu, Q.A. and Liu, Z. and Xiong, Z.X. and Wang, Y. and Chen, T. and Castleman, K.R.",
        TITLE = "On optimal subspaces for appearance-based object recognition",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "III: 885-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67814"}

@inproceedings{bb70697,
        AUTHOR = "Fancourt, C.L. and Principe, J.C.",
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the Mixture of Experts",
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        PAGES = "1071-1076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67815"}

@inproceedings{bb70698,
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Principal Component Analysis",
        BOOKTITLE = SCIA97,
        YEAR = "1997",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT67816"}

@article{bb70699,
        AUTHOR = "Ohba, K. and Ikeuchi, K.",
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Stable Verification of Partially Occluded Objects",
        JOURNAL = PAMI,
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        NUMBER = "9",
        MONTH = "September",
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Last update:Jul 17, 2014 at 21:55:29