@inproceedings{bb97400,
        AUTHOR = "Mikolajczyk, K. and Matas, J.G.",
        TITLE = "Improving Descriptors for Fast Tree Matching by Optimal Linear
Projection",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93961"}

@article{bb97401,
        AUTHOR = "Ali, K. and Fleuret, F. and Hasler, D. and Fua, P.",
        TITLE = "A Real-Time Deformable Detector",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "225-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93962"}

@inproceedings{bb97402,
        AUTHOR = "Ali, K. and Fleuret, F. and Hasler, D. and Fua, P.",
        TITLE = "Joint Pose Estimator and Feature Learning for Object Detection",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1373-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93963"}

@inproceedings{bb97403,
        AUTHOR = "All, K. and Hasler, D. and Fleuret, F.",
        TITLE = "FlowBoost: Appearance learning from sparsely annotated video",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1433-1440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93964"}

@article{bb97404,
        AUTHOR = "Yuan, X.T. and Liu, X. and Yan, S.C.",
        TITLE = "Visual Classification With Multitask Joint Sparse Representation",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4349-4360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93965"}

@inproceedings{bb97405,
        AUTHOR = "Yuan, X.T. and Yan, S.C.",
        TITLE = "Visual Classification With Multitask Joint Sparse Representation",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3493-3500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93965"}

@article{bb97406,
        AUTHOR = "Yuan, X.T. and Yan, S.C.",
        TITLE = "Forward Basis Selection for Pursuing Sparse Representations over a
Dictionary",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3025-3036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93966"}

@article{bb97407,
        AUTHOR = "Hughes, J.M. and Rockmore, D.N. and Wang, Y.",
        TITLE = "Bayesian Learning of Sparse Multiscale Image Representations",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4972-4983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93967"}

@article{bb97408,
        AUTHOR = "Sun, Y. and Liu, Q.S. and Tang, J.H. and Tao, D.C.",
        TITLE = "Learning Discriminative Dictionary for Group Sparse Representation",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3816-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93968"}

@article{bb97409,
        AUTHOR = "Sprechmann, P. and Bronstein, A.M. and Sapiro, G.",
        TITLE = "Learning Efficient Sparse and Low Rank Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1821-1833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93969"}

@inproceedings{bb97410,
        AUTHOR = "Balle, J. and Simoncelli, E.P.",
        TITLE = "Learning sparse filter bank transforms with convolutional ICA",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4013-4017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93970"}

@inproceedings{bb97411,
        AUTHOR = "Li, Q.Z. and Zhao, J. and Zhu, X.P.",
        TITLE = "An Unsupervised Learning Algorithm for Intelligent Image Analysis",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93971"}

@inproceedings{bb97412,
        AUTHOR = "Xuan, G.R. and Chai, P.Q. and Zhu, X.M. and Yao, Q.M. and Huang, C. and Shi, Y.Q. and Fu, D.D.",
        TITLE = "A Novel Pattern Classification Scheme:
Classwise Non-Principal Component Analysis (CNPCA)",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 320-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93972"}

@inproceedings{bb97413,
        AUTHOR = "Yan, S.C. and Xu, D. and Zhang, L. and Zhang, B.Y. and Zhang, H.J.",
        TITLE = "Coupled Kernel-Based Subspace Learning",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "I: 645-650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93973"}

@inproceedings{bb97414,
        AUTHOR = "Pauli, J. and Sommer, G.",
        TITLE = "Ellipsoidal Bias in Learning Appearance-Based Recognition Functions",
        BOOKTITLE = "WTRCV01",
        YEAR = "2001",
        PAGES = "201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93974"}

@inproceedings{bb97415,
        AUTHOR = "Shental, N. and Hertz, T. and Weinshall, D. and Pavel, M.",
        TITLE = "Adjustment Learning and Relevant Component Analysis",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "IV: 776 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93975"}

@inproceedings{bb97416,
        AUTHOR = "Eriksen, R.D. and Balslev, I.",
        TITLE = "Training Space Truncation in Vision-Based Recognition",
        BOOKTITLE = VF01,
        YEAR = "2001",
        PAGES = "494 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93976"}

@inproceedings{bb97417,
        AUTHOR = "Guillamet, D. and Vitria, J.",
        TITLE = "Unsupervised Learning of Part-Based Representations",
        BOOKTITLE = CAIP01,
        YEAR = "2001",
        PAGES = "700-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93977"}

@inproceedings{bb97418,
        AUTHOR = "Hou, X.W. and Li, S.Z. and Zhang, H.J. and Cheng, Q.S.",
        TITLE = "Direct Appearance Models",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:828-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93978"}

@inproceedings{bb97419,
        AUTHOR = "Li, S.Z. and Hou, X.W. and Zhang, H.J. and Cheng, Q.S.",
        TITLE = "Learning Spatially Localized, Parts-Based Representation",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:207-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93979"}

@inproceedings{bb97420,
        AUTHOR = "Shah Hosseini, H. and Safabakhsh, R.",
        TITLE = "TAPCA: Time Adaptive Self-organizing Maps for Adaptive Principal
Components Analysis",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 509-512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93980"}

@inproceedings{bb97421,
        AUTHOR = "Herbst, B.M. and Muller, N.",
        TITLE = "Building a Representative Training Set Based on Eigenimages",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol II: 1846-1848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93981"}

@inproceedings{bb97422,
        AUTHOR = "Abe, T. and Nakamura, T.",
        TITLE = "Hierarchical-clustering of Parametric Data with Application to the
Parametric Eigenspace Method",
        BOOKTITLE = ICIP99,
        YEAR = "1999",
        PAGES = "IV:118-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93982"}

@inproceedings{bb97423,
        AUTHOR = "Abe, T. and Nakamura, T.",
        TITLE = "Hierarchical Dictionary Constructing Method for the
Parametric Eigenspace Method",
        BOOKTITLE = MVA98,
        YEAR = "1998",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT93983"}

@article{bb97424,
        AUTHOR = "Shlien, S.",
        TITLE = "A Method for Computing the Partial Singular Value Decomposition",
        JOURNAL = PAMI,
        VOLUME = "4",
        YEAR = "1982",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "671-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93984"}

@article{bb97425,
        AUTHOR = "Haimi Cohen, R. and Cohen, A.",
        TITLE = "Gradient-Type Algorithms for Partial Singular Value Decomposition",
        JOURNAL = PAMI,
        VOLUME = "9",
        YEAR = "1987",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "137-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93985"}

@inproceedings{bb97426,
        AUTHOR = "Nayar, S.K. and Murase, H.",
        TITLE = "Dimensionality of Illumination Manifolds in Appearance Matching",
        BOOKTITLE = ORCV96,
        YEAR = "1996",
        PAGES = "165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93986"}

@article{bb97427,
        AUTHOR = "Roseborough, J.B. and Murase, H.",
        TITLE = "Partial eigenvalue decomposition for large image sets using run-length
encoding",
        JOURNAL = PR,
        VOLUME = "28",
        YEAR = "1995",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "421-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93987"}

@article{bb97428,
        AUTHOR = "Murase, W. and Lindenbaum, M.",
        TITLE = "Partial eigenvalue decomposition of large images using spatial temporal
adaptive method",
        JOURNAL = IP,
        VOLUME = "4",
        YEAR = "1995",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "620-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93988"}

@article{bb97429,
        AUTHOR = "Oja, E.",
        TITLE = "A simplified neuron model as a principal component analyzer",
        JOURNAL = "J. Math. Biol.",
        VOLUME = "15",
        YEAR = "1982",
        PAGES = "267-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93989"}

@article{bb97430,
        AUTHOR = "Oja, E.",
        TITLE = "Neural networks, principal components, and subspace",
        JOURNAL = IJNS,
        VOLUME = "1",
        YEAR = "1989",
        PAGES = "61-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93990"}

@article{bb97431,
        AUTHOR = "Oja, E.",
        TITLE = "Principal components, minor components, and linear neural
networks",
        JOURNAL = NeurNet,
        VOLUME = "5",
        YEAR = "1992",
        PAGES = "927-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93991"}

@article{bb97432,
        AUTHOR = "Lorenzelli, F. and Yao, K.",
        TITLE = "Updating the Jacobi SVD for Nonstationary Data",
        JOURNAL = VISP,
        VOLUME = "144",
        YEAR = "1997",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "108-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93992"}

@article{bb97433,
        AUTHOR = "Chandrasekaran, S. and Manjunath, B.S. and Wang, Y.F. and Winkeler, J. and Zhang, H.",
        TITLE = "An Eigenspace Update Algorithm for Image Analysis",
        JOURNAL = GMIP,
        VOLUME = "59",
        YEAR = "1997",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "321-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93993"}

@inproceedings{bb97434,
        AUTHOR = "Zhang, H. and Winkeler, J. and Wang, Y.F. and Manjunath, B.S. and Chandrasekaran, S.",
        TITLE = "An Eigenspace Update Algorithm for Image Analysis",
        BOOKTITLE = TR,
        YEAR = "1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93993"}

@inproceedings{bb97435,
        AUTHOR = "Manjunath, B.S. and Chandrasekaran, S. and Wang, Y.F.",
        TITLE = "An Eigenspace Update Algorithm for Image Analysis",
        BOOKTITLE = SCV95,
        YEAR = "1995",
        PAGES = "551-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93993"}

@article{bb97436,
        AUTHOR = "Boyle, R.D.",
        TITLE = "Scaling additional contributions to principal components analysis",
        JOURNAL = PR,
        VOLUME = "31",
        YEAR = "1998",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2047-2053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93994"}

@article{bb97437,
        AUTHOR = "Zhao, L. and Yang, Y.H.",
        TITLE = "An efficient algorithm to compute eigenimages in PCA-based vision
systems",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "851-864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93995"}

@article{bb97438,
        AUTHOR = "Yang, T.N. and Wang, S.D.",
        TITLE = "Robust algorithms for principal component analysis",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "927-933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93996"}

@article{bb97439,
        AUTHOR = "Horgan, G.W.",
        TITLE = "Principal Component Analysis of Random Particles",
        JOURNAL = JMIV,
        VOLUME = "12",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "169-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93997"}

@article{bb97440,
        AUTHOR = "Havlicek, J.P. and Harding, D.S. and Bovik, A.C.",
        TITLE = "Multidimensional Quasi-Eigenfunction Approximations and Multicomponent
AM-FM Models",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "227-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93998"}

@article{bb97441,
        AUTHOR = "Hall, P.M. and Marshall, D.R. and Martin, R.R.",
        TITLE = "Merging and Splitting Eigenspace Models",
        JOURNAL = PAMI,
        VOLUME = "22",
        YEAR = "2000",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1042-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT93999"}

@inproceedings{bb97442,
        AUTHOR = "Hall, P.M. and Marshall, D.R. and Martin, R.R.",
        TITLE = "Incremental Eigenanalysis for Classification",
        BOOKTITLE = BMVC98,
        YEAR = "1998",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94000"}

@article{bb97443,
        AUTHOR = "Hall, P.M. and Marshall, D.R. and Martin, R.R.",
        TITLE = "Adding and subtracting eigenspaces with eigenvalue decomposition and
singular value decomposition",
        JOURNAL = IVC,
        VOLUME = "20",
        YEAR = "2002",
        NUMBER = "13-14",
        MONTH = "December",
        PAGES = "1009-1016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94001"}

@inproceedings{bb97444,
        AUTHOR = "Hall, P.M. and Marshall, D.R. and Martin, R.R.",
        TITLE = "Adding and subtracting eigenspaces",
        BOOKTITLE = BMVC99,
        YEAR = "1999",
        PAGES = "Models and Search",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94002"}

@article{bb97445,
        AUTHOR = "Bach, F.R. and Jordan, M.I.",
        TITLE = "Kernel independent component analysis",
        JOURNAL = MachLearnRes,
        VOLUME = "3",
        YEAR = "2002",
        PAGES = "1-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94003"}

@article{bb97446,
        AUTHOR = "Chang, C.Y. and Maciejewski, A.A. and Balakrishnan, V.",
        TITLE = "Fast Eigenspace Decomposition of Correlated Images",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1937-1949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94004"}

@article{bb97447,
        AUTHOR = "Saitwal, K. and Maciejewski, A.A. and Roberts, R.G. and Draper, B.A.",
        TITLE = "Using the Low-Resolution Properties of Correlated Images to Improve the
Computational Efficiency of Eigenspace Decomposition",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2376-2387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94005"}

@inproceedings{bb97448,
        AUTHOR = "Saitwal, K. and Maciejewski, A.A. and Roberts, R.G.",
        TITLE = "Eigendecomposition of Correlated Images Characterized by Three
Parameters",
        BOOKTITLE = Southwest06,
        YEAR = "2006",
        PAGES = "203-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94006"}

@article{bb97449,
        AUTHOR = "Donoho, D.L. and Huo, X.M.",
        TITLE = "Uncertainty Principle and Ideal Atomic Decompositions",
        JOURNAL = IT,
        VOLUME = "47",
        YEAR = "2001",
        NUMBER = "7",
        MONTH = "November",
        PAGES = "2845-2862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94007"}

@article{bb97450,
        AUTHOR = "Yang, J. and Yang, J.Y.",
        TITLE = "From image vector to matrix:
A straightforward image projection technique: IMPCA vs. PCA",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1997-1999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94008"}

@article{bb97451,
        AUTHOR = "Yang, J. and Zhang, D. and Frangi, A.F. and Yang, J.Y.",
        TITLE = "Two-Dimensional PCA: A New Approach to Appearance-Based Face
Representation and Recognition",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "131-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94009"}

@article{bb97452,
        AUTHOR = "Xu, Y. and Zhang, D. and Yang, J. and Yang, J.Y.",
        TITLE = "A Two-Phase Test Sample Sparse Representation Method for Use With Face
Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "21",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1255-1262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94010"}

@article{bb97453,
        AUTHOR = "Yang, M. and Zhang, L. and Yang, J. and Zhang, D.",
        TITLE = "Regularized Robust Coding for Face Recognition",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1753-1766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94011"}

@article{bb97454,
        AUTHOR = "Yang, J. and Jin, Z. and Yang, J.Y. and Zhang, D. and Frangi, A.F.",
        TITLE = "Essence of kernel Fisher discriminant: KPCA plus LDA",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2097-2100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94012"}

@article{bb97455,
        AUTHOR = "Yang, J. and Frangi, A.F. and Yang, J.Y. and Zhang, D. and Jin, Z.",
        TITLE = "KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for
Feature Extraction and Recognition",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "230-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94013"}

@inproceedings{bb97456,
        AUTHOR = "Yang, J. and Zhang, D. and Jin, Z. and Yang, J.Y.",
        TITLE = "Unsupervised Discriminant Projection Analysis for Feature Extraction",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 904-907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94014"}

@article{bb97457,
        AUTHOR = "Zuo, W.M. and Zhang, D. and Wang, K.Q.",
        TITLE = "An assembled matrix distance metric for 2DPCA-based image recognition",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "210-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94015"}

@article{bb97458,
        AUTHOR = "Zuo, W.M. and Zhang, D. and Wang, K.Q.",
        TITLE = "Bidirectional PCA With Assembled Matrix Distance Metric for Image
Recognition",
        JOURNAL = SMC-B,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "863-872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94016"}

@inproceedings{bb97459,
        AUTHOR = "Zuo, W.M. and Wang, K.Q. and Zhang, D.",
        TITLE = "Bi-Directional PCA with Assembled Matrix Distance Metric",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "II: 958-961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94017"}

@article{bb97460,
        AUTHOR = "Wang, F.Q. and Zhang, H.Z. and Wang, K.Q. and Zuo, W.M.",
        TITLE = "Fast neighbourhood component analysis with spatially smooth
regulariser for robust noisy face recognition",
        JOURNAL = IET-Bio,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "278-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94018"}

@article{bb97461,
        AUTHOR = "Elad, M. and Bruckstein, A.M.",
        TITLE = "A Generalized Uncertainty Principle and
Sparse Representation in Pairs of Bases",
        JOURNAL = IT,
        VOLUME = "48",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2558-2567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94019"}

@article{bb97462,
        AUTHOR = "Altamirano, L.C. and Altamirano, L. and Alvarado, M.",
        TITLE = "Non-uniform sampling for improved appearance-based models",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "1-3",
        MONTH = "January",
        PAGES = "521-535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94020"}

@article{bb97463,
        AUTHOR = "Hamdan, R. and Heitz, F. and Thoraval, L.",
        TITLE = "A low complexity approximation of probabilistic appearance models",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1107-1118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94021"}

@article{bb97464,
        AUTHOR = "Wang, Z. and Lee, Y. and Fiori, S. and Leung, C.S. and Zhu, Y.S.",
        TITLE = "An improved sequential method for principal component analysis",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1409-1415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94022"}

@article{bb97465,
        AUTHOR = "Roberts, S. and Choudrey, R.",
        TITLE = "Data decomposition using independent component analysis with prior
constraints",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1813-1825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94023"}

@article{bb97466,
        AUTHOR = "Melzer, T. and Reiter, M. and Bischof, H.",
        TITLE = "Appearance Models Based on Kernel Canonical Correlation Analysis",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1961-1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94024"}

@article{bb97467,
        AUTHOR = "Jogan, M. and Zagar, E. and Leonardis, A.",
        TITLE = "Karhunen-Loeve expansion of a set of rotated templates",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "817-825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94025"}

@inproceedings{bb97468,
        AUTHOR = "Artac, M. and Jogan, M. and Leonardis, A.",
        TITLE = "Incremental PCA for on-line visual learning and recognition",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 781-784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94026"}

@article{bb97469,
        AUTHOR = "Weng, J.Y. and Zhang, Y.L. and Hwang, W.S.",
        TITLE = "Candid covariance-free incremental principal component analysis",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1034-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94027"}

@article{bb97470,
        AUTHOR = "Davies, M. and Mitianoudis, N.",
        TITLE = "Simple mixture model for sparse overcomplete ICA",
        JOURNAL = VISP,
        VOLUME = "151",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "35-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94028"}

@article{bb97471,
        AUTHOR = "Davies, M.",
        TITLE = "Identifiability Issues in Noisy ICA",
        JOURNAL = SPLetters,
        VOLUME = "11",
        YEAR = "2004",
        NUMBER = "5",
        PAGES = "470-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94029"}

@article{bb97472,
        AUTHOR = "Liu, W.X. and Zheng, N.N.",
        TITLE = "Non-negative matrix factorization based methods for object recognition",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "893-897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94030"}

@article{bb97473,
        AUTHOR = "Zheng, N.N. and Liu, W.X.",
        TITLE = "Non-negative matrix factorization based methods for object recognition",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94030"}

@inproceedings{bb97474,
        AUTHOR = "Yuan, Z.J. and Qu, Y.Y. and Yang, Y. and Zheng, N.N.",
        TITLE = "An Approach for Constructing Sparse Kernel Classifier",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 560-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94031"}

@article{bb97475,
        AUTHOR = "Eriksson, J. and Koivunen, V.",
        TITLE = "Identifiability, Separability, and Uniqueness of Linear ICA Models",
        JOURNAL = SPLetters,
        VOLUME = "11",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "601-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94032"}

@article{bb97476,
        AUTHOR = "Musa, M.E.M. and de Ridder, D. and Duin, R.P.W. and Atalay, V.",
        TITLE = "Almost autonomous training of mixtures of principal component analyzers",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1085-1095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94033"}

@article{bb97477,
        AUTHOR = "Lee, S. and Hayes, M.H.",
        TITLE = "Properties of the Singular Value Decomposition for Efficient Data
Clustering",
        JOURNAL = SPLetters,
        VOLUME = "11",
        YEAR = "2004",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "862-866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94034"}

@article{bb97478,
        AUTHOR = "Lipovetsky, S. and Conklin, W.M.",
        TITLE = "Singular value decomposition in additive, multiplicative, and logistic
forms",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1099-1110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94035"}

@article{bb97479,
        AUTHOR = "Lipovetsky, S.",
        TITLE = "PCA and SVD with nonnegative loadings",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "68-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94036"}

@article{bb97480,
        AUTHOR = "Chen, S.C. and Zhu, Y.L. and Zhang, D.Q. and Yang, J.Y.",
        TITLE = "Feature extraction approaches based on matrix pattern:
MatPCA and MatFLDA",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1157-1167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94037"}

@article{bb97481,
        AUTHOR = "Kim, K.I. and Franz, M.O. and Scholkopf, B.",
        TITLE = "Iterative Kernel Principal Component Analysis for Image Modeling",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1351-1366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94038"}

@article{bb97482,
        AUTHOR = "Liang, Z.Z. and Shi, P.F.",
        TITLE = "An analytical algorithm for generalized low-rank approximations of
matrices",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2213-2216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94039"}

@article{bb97483,
        AUTHOR = "Nishino, K. and Nayar, S.K. and Jebara, T.",
        TITLE = "Clustered Blockwise PCA for Representing Visual Data",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1675-1679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94040"}

@article{bb97484,
        AUTHOR = "Wang, L. and Wang, X. and Feng, J.",
        TITLE = "On Image Matrix Based Feature Extraction Algorithms",
        JOURNAL = SMC-B,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "194-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94041"}

@article{bb97485,
        AUTHOR = "Gao, Q. and Zhang, L. and Zhang, D. and Yang, J.",
        TITLE = "Comments on 'On Image Matrix Based Feature Extraction Algorithms'",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1373-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94042"}

@article{bb97486,
        AUTHOR = "Liu, J. and Chen, S.C.",
        TITLE = "Non-iterative generalized low rank approximation of matrices",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1002-1008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94043"}

@article{bb97487,
        AUTHOR = "Burvall, A. and Barrett, H.H. and Dainty, C. and Myers, K.J.",
        TITLE = "Singular-value decomposition for through-focus imaging systems",
        JOURNAL = JOSA-A,
        VOLUME = "23",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2440-2448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94044"}

@article{bb97488,
        AUTHOR = "Park, S. and Witten, J.M. and Myers, K.J.",
        TITLE = "Singular Vectors of a Linear Imaging System as Efficient Channels for
the Bayesian Ideal Observer",
        JOURNAL = MedImg,
        VOLUME = "28",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "657-668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94045"}

@article{bb97489,
        AUTHOR = "Witten, J.M. and Park, S. and Myers, K.J.",
        TITLE = "Partial Least Squares: A Method to Estimate Efficient Channels for the
Ideal Observers",
        JOURNAL = MedImg,
        VOLUME = "29",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1050-1058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94046"}

@article{bb97490,
        AUTHOR = "Ranade, A. and Mahabalarao, S.S. and Kale, S.",
        TITLE = "A variation on SVD based image compression",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "771-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94047"}

@article{bb97491,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Incremental Kernel Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1662-1674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94048"}

@inproceedings{bb97492,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Improving the Speed of Kernel PCA on Large Scale Datasets",
        BOOKTITLE = AVSBS06,
        YEAR = "2006",
        PAGES = "41-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94049"}

@inproceedings{bb97493,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Incremental Kernel PCA for Efficient Non-linear Feature Extraction",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "III:939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94050"}

@inproceedings{bb97494,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "A New Distance Criterion for Face Recognition Using Image Sets",
        BOOKTITLE = ACCV06,
        YEAR = "2006",
        PAGES = "I:549-558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94051"}

@inproceedings{bb97495,
        AUTHOR = "Chin, T.J. and Schindler, K. and Suter, D.",
        TITLE = "Incremental Kernel SVD for Face Recognition with Image Sets",
        BOOKTITLE = FGR06,
        YEAR = "2006",
        PAGES = "461-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94052"}

@article{bb97496,
        AUTHOR = "Chin, T.J. and Suter, D. and Wang, H.Z.",
        TITLE = "Boosting histograms of descriptor distances for scalable multiclass
specific scene recognition",
        JOURNAL = IVC,
        VOLUME = "29",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "241-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94053"}

@inproceedings{bb97497,
        AUTHOR = "Chin, T.J. and Suter, D. and Wang, H.Z.",
        TITLE = "Multi-structure model selection via kernel optimisation",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3586-3593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94054"}

@article{bb97498,
        AUTHOR = "Chin, T.J. and Yu, J. and Suter, D.",
        TITLE = "Accelerated Hypothesis Generation for Multistructure Data via
Preference Analysis",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "625-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94055"}

@inproceedings{bb97499,
        AUTHOR = "Chin, T.J. and Yu, J. and Suter, D.",
        TITLE = "Accelerated Hypothesis Generation for Multi-structure Robust Fitting",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "V: 533-546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT94056"}