@inproceedings{bb128400,
        AUTHOR = "Zheng, W.S. and Lai, J.H.",
        TITLE = "Regularized Locality Preserving Learning of Pre-Image Problem in Kernel
Principal Component Analysis",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 456-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124573"}

@article{bb128401,
        AUTHOR = "Cai, H.P. and Mikolajczyk, K. and Matas, J.G.",
        TITLE = "Learning Linear Discriminant Projections for Dimensionality Reduction
of Image Descriptors",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "338-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124574"}

@inproceedings{bb128402,
        AUTHOR = "Matas, J.G. and Mikolajczyk, K. and Cai, H.P.",
        TITLE = "Learning Linear Discriminant Projections for Dimensionality Reduction
of Image Descriptors",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124574"}

@inproceedings{bb128403,
        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#TT124575"}

@article{bb128404,
        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#TT124576"}

@inproceedings{bb128405,
        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#TT124577"}

@inproceedings{bb128406,
        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#TT124578"}

@article{bb128407,
        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#TT124579"}

@article{bb128408,
        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#TT124580"}

@article{bb128409,
        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#TT124581"}

@article{bb128410,
        AUTHOR = "Yuan, Y.H. and Li, J. and Li, Y. and Gou, J. and Qiang, J.",
        TITLE = "Learning Unsupervised and Supervised Representations via General
Covariance",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "145-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124582"}

@article{bb128411,
        AUTHOR = "Rekavandi, A.M. and Seghouane, A.K. and Evans, R.J.",
        TITLE = "Learning Robust and Sparse Principal Components With the
alpha-Divergence",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "3441-3455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124583"}

@inproceedings{bb128412,
        AUTHOR = "Rekavandi, A.M. and Seghouane, A.K.",
        TITLE = "Robust Principal Component Analysis Using Alpha Divergence",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "6-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT124584"}

@inproceedings{bb128413,
        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#TT124585"}

@inproceedings{bb128414,
        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#TT124586"}

@inproceedings{bb128415,
        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#TT124587"}

@inproceedings{bb128416,
        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#TT124588"}

@inproceedings{bb128417,
        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#TT124589"}

@inproceedings{bb128418,
        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#TT124590"}

@inproceedings{bb128419,
        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#TT124591"}

@inproceedings{bb128420,
        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#TT124592"}

@inproceedings{bb128421,
        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#TT124593"}

@inproceedings{bb128422,
        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#TT124594"}

@inproceedings{bb128423,
        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#TT124595"}

@inproceedings{bb128424,
        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#TT124596"}

@inproceedings{bb128425,
        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#TT124597"}

@inproceedings{bb128426,
        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#TT124598"}

@article{bb128427,
        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#TT124599"}

@article{bb128428,
        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#TT124600"}

@inproceedings{bb128429,
        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#TT124601"}

@article{bb128430,
        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#TT124602"}

@article{bb128431,
        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#TT124603"}

@article{bb128432,
        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#TT124604"}

@article{bb128433,
        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#TT124605"}

@article{bb128434,
        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#TT124606"}

@article{bb128435,
        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#TT124607"}

@article{bb128436,
        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#TT124608"}

@inproceedings{bb128437,
        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#TT124608"}

@inproceedings{bb128438,
        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#TT124608"}

@article{bb128439,
        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#TT124609"}

@article{bb128440,
        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#TT124610"}

@article{bb128441,
        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#TT124611"}

@article{bb128442,
        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#TT124612"}

@article{bb128443,
        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#TT124613"}

@article{bb128444,
        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#TT124614"}

@inproceedings{bb128445,
        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#TT124615"}

@article{bb128446,
        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#TT124616"}

@inproceedings{bb128447,
        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#TT124617"}

@article{bb128448,
        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#TT124618"}

@article{bb128449,
        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#TT124619"}

@article{bb128450,
        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#TT124620"}

@inproceedings{bb128451,
        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#TT124621"}

@article{bb128452,
        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#TT124622"}

@article{bb128453,
        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#TT124623"}

@article{bb128454,
        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#TT124624"}

@article{bb128455,
        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#TT124625"}

@article{bb128456,
        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#TT124626"}

@article{bb128457,
        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#TT124627"}

@article{bb128458,
        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#TT124628"}

@inproceedings{bb128459,
        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#TT124629"}

@article{bb128460,
        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#TT124630"}

@article{bb128461,
        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#TT124631"}

@inproceedings{bb128462,
        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#TT124632"}

@article{bb128463,
        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#TT124633"}

@article{bb128464,
        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#TT124634"}

@article{bb128465,
        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#TT124635"}

@article{bb128466,
        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#TT124636"}

@article{bb128467,
        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#TT124637"}

@article{bb128468,
        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#TT124638"}

@article{bb128469,
        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#TT124639"}

@article{bb128470,
        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#TT124640"}

@inproceedings{bb128471,
        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#TT124641"}

@article{bb128472,
        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#TT124642"}

@article{bb128473,
        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#TT124643"}

@article{bb128474,
        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#TT124644"}

@article{bb128475,
        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#TT124645"}

@article{bb128476,
        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#TT124645"}

@inproceedings{bb128477,
        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#TT124646"}

@article{bb128478,
        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#TT124647"}

@article{bb128479,
        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#TT124648"}

@article{bb128480,
        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#TT124649"}

@article{bb128481,
        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#TT124650"}

@article{bb128482,
        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#TT124651"}

@article{bb128483,
        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#TT124652"}

@article{bb128484,
        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#TT124653"}

@article{bb128485,
        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#TT124654"}

@article{bb128486,
        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#TT124655"}

@article{bb128487,
        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#TT124656"}

@article{bb128488,
        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#TT124657"}

@article{bb128489,
        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#TT124658"}

@article{bb128490,
        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#TT124659"}

@article{bb128491,
        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#TT124660"}

@article{bb128492,
        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#TT124661"}

@article{bb128493,
        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#TT124662"}

@article{bb128494,
        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#TT124663"}

@inproceedings{bb128495,
        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#TT124664"}

@inproceedings{bb128496,
        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#TT124665"}

@inproceedings{bb128497,
        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#TT124666"}

@inproceedings{bb128498,
        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#TT124667"}

@article{bb128499,
        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#TT124668"}