@article{bb98800,
        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#TT95343"}

@article{bb98801,
        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#TT95344"}

@article{bb98802,
        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#TT95345"}

@article{bb98803,
        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#TT95346"}

@article{bb98804,
        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#TT95347"}

@article{bb98805,
        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#TT95348"}

@article{bb98806,
        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#TT95349"}

@article{bb98807,
        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#TT95350"}

@inproceedings{bb98808,
        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#TT95351"}

@inproceedings{bb98809,
        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#TT95352"}

@inproceedings{bb98810,
        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#TT95353"}

@inproceedings{bb98811,
        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#TT95354"}

@article{bb98812,
        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#TT95355"}

@inproceedings{bb98813,
        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#TT95356"}

@article{bb98814,
        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#TT95357"}

@inproceedings{bb98815,
        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#TT95358"}

@inproceedings{bb98816,
        AUTHOR = "Wong, H.S. and Chin, T.J. and Yu, J. and Suter, D.",
        TITLE = "Efficient Multi-structure Robust Fitting with Incremental Top-k Lists
Comparison",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "IV: 553-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95359"}

@article{bb98817,
        AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
        TITLE = "Integrated kernels and their properties",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2930-2938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95360"}

@article{bb98818,
        AUTHOR = "Chang, C.C. and Lin, T.Y.",
        TITLE = "Linear feature extraction by integrating pairwise and global
discriminatory information via sequential forward floating selection
and kernel QR factorization with column pivoting",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1373-1383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95361"}

@article{bb98819,
        AUTHOR = "Agrawal, R.K. and Karmeshu",
        TITLE = "Perturbation scheme for online learning of features:
Incremental principal component analysis",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1452-1460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95362"}

@article{bb98820,
        AUTHOR = "Hu, Y.F. and Lv, H.R. and Zhang, X.D.",
        TITLE = "Comments on 'An analytical algorithm for generalized low-rank
approximations of matrices'",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2133-2135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95363"}

@article{bb98821,
        AUTHOR = "Saegusa, R. and Sakano, H. and Hashimoto, S.",
        TITLE = "A Nonlinear Principal Component Analysis of Image Data",
        JOURNAL = IEICE,
        VOLUME = "E88-D",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2242-2248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95364"}

@article{bb98822,
        AUTHOR = "Pang, Y. and Tao, D.C. and Yuan, Y. and Li, X.L.",
        TITLE = "Binary Two-Dimensional PCA",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "1176-1180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95365"}

@article{bb98823,
        AUTHOR = "Rahman, M.M. and Ishikawa, S.",
        TITLE = "Overcoming Dress Effect In Eigenspace",
        JOURNAL = IJIG,
        VOLUME = "5",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "811-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95366"}

@article{bb98824,
        AUTHOR = "Wu, W. and Ahmad, M.O. and Samadi, S.",
        TITLE = "Discriminant analysis based on modified generalised singular value
decomposition and its numerical error analysis",
        JOURNAL = IET-CV,
        VOLUME = "3",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "159-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95367"}

@article{bb98825,
        AUTHOR = "Fowler, J.E.",
        TITLE = "Compressive-Projection Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2230-2242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95368"}

@article{bb98826,
        AUTHOR = "Costache, G.N. and Corcoran, P. and Puslecki, P.",
        TITLE = "Combining PCA-based datasets without retraining of the basis vector set",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1441-1447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95369"}

@article{bb98827,
        AUTHOR = "Gurumoorthy, K.S. and Rajwade, A. and Banerjee, A. and Rangarajan, A.",
        TITLE = "A Method for Compact Image Representation Using Sparse Matrix and
Tensor Projections Onto Exemplar Orthonormal Bases",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "322-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95370"}

@inproceedings{bb98828,
        AUTHOR = "Gurumoorthy, K.S. and Rajwade, A. and Banerjee, A. and Rangarajan, A.",
        TITLE = "Beyond SVD: Sparse projections onto exemplar orthonormal bases for
compact image representation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95371"}

@article{bb98829,
        AUTHOR = "Jenssen, R.",
        TITLE = "Kernel Entropy Component Analysis",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "847-860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95372"}

@inproceedings{bb98830,
        AUTHOR = "Jenssen, R. and Storas, O.",
        TITLE = "Kernel Entropy Component Analysis Pre-images for Pattern Denoising",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "626-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95373"}

@article{bb98831,
        AUTHOR = "Zafeiriou, S.P. and Petrou, M.",
        TITLE = "Nonlinear Non-Negative Component Analysis Algorithms",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1050-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95374"}

@inproceedings{bb98832,
        AUTHOR = "Zafeiriou, S.P. and Petrou, M.",
        TITLE = "Nonlinear Nonnegative Component Analysis",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2860-2865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95375"}

@article{bb98833,
        AUTHOR = "Si, S. and Tao, D. and Chan, K.P.",
        TITLE = "Evolutionary Cross-Domain Discriminative Hessian Eigenmaps",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1075-1086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95376"}

@article{bb98834,
        AUTHOR = "Bergqvist, G. and Larsson, E.G.",
        TITLE = "The Higher-Order Singular Value Decomposition:
Theory and an Application",
        JOURNAL = SPMag,
        VOLUME = "27",
        YEAR = "2010",
        NUMBER = "3",
        PAGES = "151-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95377"}

@article{bb98835,
        AUTHOR = "Li, X.L. and Pang, Y.W. and Yuan, Y.",
        TITLE = "L1-Norm-Based 2DPCA",
        JOURNAL = SMC-B,
        VOLUME = "40",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "1170-1175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95378"}

@book{bb98836,
        AUTHOR = "Mirkin, B.",
        TITLE = "Core Concepts in Data Analysis:
Summarization, Correlation and Visualization",
        PUBLISHER = "Springer",
        YEAR = "2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95379"}

@article{bb98837,
        AUTHOR = "Liang, Z.Z. and Xia, S.X. and Zhou, Y. and Li, Y.F.",
        TITLE = "Blockwise projection matrix versus blockwise data on undersampled problems:
Analysis, comparison and applications",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2774-2785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95380"}

@article{bb98838,
        AUTHOR = "Ponce, C. and Singer, A.",
        TITLE = "Computing Steerable Principal Components of a Large Set of Images and
Their Rotations",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3051-3062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95381"}

@article{bb98839,
        AUTHOR = "Zhang, W.T. and Lou, S.T.",
        TITLE = "A Low Complexity Iterative Algorithm for Joint Zero Diagonalization",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "115-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95382"}

@article{bb98840,
        AUTHOR = "Lee, K.Y. and Park, H.",
        TITLE = "Probabilistic learning of similarity measures for tensor PCA",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1364-1372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95383"}

@article{bb98841,
        AUTHOR = "Rusu, C. and Dumitrescu, B.",
        TITLE = "Stagewise K-SVD to Design Efficient Dictionaries for Sparse
Representations",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "631-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95384"}

@article{bb98842,
        AUTHOR = "Li, J. and Tao, D.C.",
        TITLE = "On Preserving Original Variables in Bayesian PCA With Application to
Image Analysis",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4830-4843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95385"}

@article{bb98843,
        AUTHOR = "Smith, L.N. and Elad, M.",
        TITLE = "Improving Dictionary Learning:
Multiple Dictionary Updates and Coefficient Reuse",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "79-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95386"}

@article{bb98844,
        AUTHOR = "Liu, W. and Lin, W.",
        TITLE = "Additive White Gaussian Noise Level Estimation in SVD Domain for Images",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "872-883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95387"}

@article{bb98845,
        AUTHOR = "Hirokawa, M. and Kuroki, Y.",
        TITLE = "A Fast Implementation of PCA-L1 Using Gram-Schmidt Orthogonalization",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "559-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95388"}

@article{bb98846,
        AUTHOR = "Ghassabeh, Y.A. and Abrishami Moghaddam, H.",
        TITLE = "Adaptive linear discriminant analysis for online feature extraction",
        JOURNAL = MVA,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "777-794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95389"}

@article{bb98847,
        AUTHOR = "Van Nguyen, H. and Patel, V.M. and Nasrabadi, N.M. and Chellappa, R.",
        TITLE = "Design of Non-Linear Kernel Dictionaries for Object Recognition",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "5123-5135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95390"}

@article{bb98848,
        AUTHOR = "Shekhar, S. and Patel, V.M. and Van Nguyen, H. and Chellappa, R.",
        TITLE = "Coupled Projections for Adaptation of Dictionaries",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2941-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95391"}

@article{bb98849,
        AUTHOR = "Bigot, J. and Gouet, R. and Lopez, A.",
        TITLE = "Geometric PCA of Images",
        JOURNAL = SIIMS,
        VOLUME = "6",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "1851-1879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95392"}

@article{bb98850,
        AUTHOR = "Vidal, R. and Favaro, P.",
        TITLE = "Low rank subspace clustering (LRSC)",
        JOURNAL = PRL,
        VOLUME = "43",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "47-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95393"}

@inproceedings{bb98851,
        AUTHOR = "Favaro, P. and Vidal, R. and Ravichandran, A.",
        TITLE = "A closed form solution to robust subspace estimation and clustering",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1801-1807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95394"}

@inproceedings{bb98852,
        AUTHOR = "Patel, V.M. and Nguyen, H.V. and Vidal, R.",
        TITLE = "Latent Space Sparse Subspace Clustering",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "225-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95395"}

@article{bb98853,
        AUTHOR = "Tsakiris, M.C. and Vidal, R.",
        TITLE = "Filtrated Algebraic Subspace Clustering",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "372-415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95396"}

@inproceedings{bb98854,
        AUTHOR = "Tsakiris, M.C. and Vidal, R.",
        TITLE = "Dual Principal Component Pursuit",
        BOOKTITLE = RSL-CV15,
        YEAR = "2015",
        PAGES = "850-858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95397"}

@inproceedings{bb98855,
        AUTHOR = "Tsakiris, M.C. and Vidal, R.",
        TITLE = "Filtrated Spectral Algebraic Subspace Clustering",
        BOOKTITLE = RSL-CV15,
        YEAR = "2015",
        PAGES = "868-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95398"}

@article{bb98856,
        AUTHOR = "Tsakiris, M.C. and Vidal, R.",
        TITLE = "Algebraic Clustering of Affine Subspaces",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "482-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95399"}

@inproceedings{bb98857,
        AUTHOR = "Nguyen, H.V. and Patel, V.M.",
        TITLE = "Max residual classifier",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "580-587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95400"}

@article{bb98858,
        AUTHOR = "Damon, J.N. and Marron, J.S.",
        TITLE = "Backwards Principal Component Analysis and Principal Nested Relations",
        JOURNAL = JMIV,
        VOLUME = "50",
        YEAR = "2014",
        NUMBER = "1-2",
        MONTH = "September",
        PAGES = "107-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95401"}

@article{bb98859,
        AUTHOR = "Lee, M. and Choi, C.H.",
        TITLE = "Incremental N-Mode SVD for Large-Scale Multilinear Generative
Models",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4255-4269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95402"}

@article{bb98860,
        AUTHOR = "Zhao, J.H.",
        TITLE = "Efficient Model Selection for Mixtures of Probabilistic PCA Via
Hierarchical BIC",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1871-1883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95403"}

@article{bb98861,
        AUTHOR = "Lin, M. and Wang, F. and Zhang, C.S.",
        TITLE = "Large-scale eigenvector approximation via Hilbert Space Embedding
Nyström",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1904-1912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95404"}

@article{bb98862,
        AUTHOR = "Ghassabeh, Y.A. and Rudzicz, F. and Abrishami Moghaddam, H.",
        TITLE = "Fast incremental LDA feature extraction",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "1999-2012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95405"}

@article{bb98863,
        AUTHOR = "Lin, G.Y. and Tang, N.Z. and Wang, H.X.",
        TITLE = "Locally principal component analysis based on L1-norm maximisation",
        JOURNAL = IET-IPR,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "91-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95406"}

@article{bb98864,
        AUTHOR = "Hintermuller, M. and Wu, T.",
        TITLE = "Robust Principal Component Pursuit via Inexact Alternating Minimization
on Matrix Manifolds",
        JOURNAL = JMIV,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "361-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95407"}

@article{bb98865,
        AUTHOR = "Wang, R. and Nie, F. and Yang, X. and Gao, F. and Yao, M.",
        TITLE = "Robust 2DPCA With Non-greedy L_1-Norm Maximization for Image Analysis",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1108-1112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95408"}

@article{bb98866,
        AUTHOR = "Ju, F. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Image Outlier Detection and Feature Extraction via L1-Norm-Based 2D
Probabilistic PCA",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4834-4846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95409"}

@article{bb98867,
        AUTHOR = "Yadav, S.K. and Sinha, R. and Bora, P.K.",
        TITLE = "An Efficient SVD Shrinkage for Rank Estimation",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2406-2410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95410"}

@article{bb98868,
        AUTHOR = "Wang, J.",
        TITLE = "Generalized 2-D Principal Component Analysis by Lp-Norm for Image
Analysis",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "792-803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95411"}

@article{bb98869,
        AUTHOR = "Oh, T.H. and Tai, Y.W. and Bazin, J.C. and Kim, H.W. and Kweon, I.S.",
        TITLE = "Partial Sum Minimization of Singular Values in Robust PCA: Algorithm
and Applications",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "744-758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95412"}

@inproceedings{bb98870,
        AUTHOR = "Oh, T.H. and Kim, H.W. and Tai, Y.W. and Bazin, J.C. and Kweon, I.S.",
        TITLE = "Partial Sum Minimization of Singular Values in RPCA for Low-Level
Vision",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "145-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95413"}

@article{bb98871,
        AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
        TITLE = "Fast Randomized Singular Value Thresholding for Low-Rank Optimization",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "376-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95414"}

@inproceedings{bb98872,
        AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
        TITLE = "Fast randomized Singular Value Thresholding for Nuclear Norm
Minimization",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4484-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95415"}

@article{bb98873,
        AUTHOR = "He, X.F. and Zhang, C.Y. and Zhang, L.J. and Li, X.L.",
        TITLE = "A-Optimal Projection for Image Representation",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1009-1015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95416"}

@article{bb98874,
        AUTHOR = "Wang, J.H. and Zhang, P.Z. and Luo, L.M.",
        TITLE = "Nonnegative Component Representation with Hierarchical Dictionary
Learning Strategy for Action Recognition",
        JOURNAL = IEICE,
        VOLUME = "E99-D",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1259-1263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95417"}

@article{bb98875,
        AUTHOR = "Keeling, S.L. and Kunisch, K.",
        TITLE = "Robust L1 Approaches to Computing the Geometric Median and Principal
and Independent Components",
        JOURNAL = JMIV,
        VOLUME = "56",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "September",
        PAGES = "99-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95418"}

@article{bb98876,
        AUTHOR = "da Silva, A.P. and Comon, P. and de Almeida, A.L.F.",
        TITLE = "A Finite Algorithm to Compute Rank-1 Tensor Approximations",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "959-963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95419"}

@article{bb98877,
        AUTHOR = "Tichavsky, P. and Phan, A.H. and Cichocki, A.",
        TITLE = "Partitioned Alternating Least Squares Technique for Canonical
Polyadic Tensor Decomposition",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "993-997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95420"}

@article{bb98878,
        AUTHOR = "Xing, H.J. and Wang, X.Z.",
        TITLE = "Selective ensemble of SVDDs with Renyi entropy based diversity
measure",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "185-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95421"}

@article{bb98879,
        AUTHOR = "Kviatkovsky, I. and Gabel, M. and Rivlin, E. and Shimshoni, I.",
        TITLE = "On the Equivalence of the LC-KSVD and the D-KSVD Algorithms",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "411-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95422"}

@article{bb98880,
        AUTHOR = "Liu, Y. and Gao, Q. and Miao, S. and Gao, X. and Nie, F. and Li, Y.",
        TITLE = "A Non-Greedy Algorithm for L1-Norm LDA",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "684-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95423"}

@article{bb98881,
        AUTHOR = "Dumitrescu, B. and Irofti, P.",
        TITLE = "Regularized K-SVD",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "309-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95424"}

@article{bb98882,
        AUTHOR = "Wang, Q.Q. and Gao, Q.X. and Gao, X.B. and Nie, F.P.",
        TITLE = "Optimal mean two-dimensional principal component analysis with F-norm
minimization",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "286-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95425"}

@article{bb98883,
        AUTHOR = "Ye, Q. and Zhao, H. and Fu, L. and Gao, S.",
        TITLE = "Underlying Connections Between Algorithms for Nongreedy LDA-L1",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2557-2559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95426"}

@article{bb98884,
        AUTHOR = "Gao, Q. and Ma, L. and Liu, Y. and Gao, X. and Nie, F.",
        TITLE = "Angle 2DPCA: A New Formulation for 2DPCA",
        JOURNAL = Cyber,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1672-1678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95427"}

@article{bb98885,
        AUTHOR = "Silva, D.G. and Attux, R.",
        TITLE = "Simulated Annealing for Independent Component Analysis Over Galois
Fields",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "516-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95428"}

@article{bb98886,
        AUTHOR = "Miao, J. and Cheng, G. and Cai, Y. and Xia, J.",
        TITLE = "Approximate Joint Singular Value Decomposition Algorithm Based on
Givens-Like Rotation",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "620-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95429"}

@article{bb98887,
        AUTHOR = "Shang, F.H. and Cheng, J. and Liu, Y.Y. and Luo, Z.Q. and Lin, Z.C.",
        TITLE = "Bilinear Factor Matrix Norm Minimization for Robust PCA:
Algorithms and Applications",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2066-2080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95430"}

@article{bb98888,
        AUTHOR = "Smallman, L. and Artemiou, A. and Morgan, J.",
        TITLE = "Sparse Generalised Principal Component Analysis",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "443-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95431"}

@article{bb98889,
        AUTHOR = "Vaswani, N. and Chi, Y. and Bouwmans, T.",
        TITLE = "Rethinking PCA for Modern Data Sets: Theory, Algorithms, and
Applications",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1274-1276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95432"}

@article{bb98890,
        AUTHOR = "Johnstone, I.M. and Paul, D.",
        TITLE = "PCA in High Dimensions: An Orientation",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1277-1292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95433"}

@article{bb98891,
        AUTHOR = "Balzano, L. and Chi, Y. and Lu, Y.M.",
        TITLE = "Streaming PCA and Subspace Tracking: The Missing Data Case",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1293-1310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95434"}

@article{bb98892,
        AUTHOR = "Zou, H. and Xue, L.",
        TITLE = "A Selective Overview of Sparse Principal Component Analysis",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1311-1320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95435"}

@article{bb98893,
        AUTHOR = "Wu, S.X. and Wai, H. and Li, L. and Scaglione, A.",
        TITLE = "A Review of Distributed Algorithms for Principal Component Analysis",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1321-1340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95436"}

@article{bb98894,
        AUTHOR = "Zare, A. and Ozdemir, A. and Iwen, M.A. and Aviyente, S.",
        TITLE = "Extension of PCA to Higher Order Data Structures: An Introduction to
Tensors, Tensor Decompositions, and Tensor PCA",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1341-1358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95437"}

@article{bb98895,
        AUTHOR = "Vaswani, N. and Narayanamurthy, P.",
        TITLE = "Static and Dynamic Robust PCA and Matrix Completion: A Review",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1359-1379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95438"}

@article{bb98896,
        AUTHOR = "Lerman, G. and Maunu, T.",
        TITLE = "An Overview of Robust Subspace Recovery",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1380-1410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95439"}

@article{bb98897,
        AUTHOR = "Ma, S. and Aybat, N.S.",
        TITLE = "Efficient Optimization Algorithms for Robust Principal Component
Analysis and Its Variants",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1411-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95440"}

@article{bb98898,
        AUTHOR = "Bouwmans, T. and Javed, S. and Zhang, H. and Lin, Z. and Otazo, R.",
        TITLE = "On the Applications of Robust PCA in Image and Video Processing",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1427-1457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95441"}

@article{bb98899,
        AUTHOR = "Yazdi, S.V. and Douzal Chouakria, A.",
        TITLE = "Time warp invariant kSVD: Sparse coding and dictionary learning for
time series under time warp",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT95442"}

Last update:Nov 23, 2020 at 10:27:11