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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#TT113943"}
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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#TT113944"}
@article{bb117702,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113945"}
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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",
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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,
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NUMBER = "10",
MONTH = "October",
PAGES = "2440-2448",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113947"}
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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,
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NUMBER = "5",
MONTH = "May",
PAGES = "657-668",
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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,
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YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1050-1058",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113949"}
@article{bb117707,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113950"}
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AUTHOR = "Chin, T.J. and Suter, D.",
TITLE = "Incremental Kernel Principal Component Analysis",
JOURNAL = IP,
VOLUME = "16",
YEAR = "2007",
NUMBER = "6",
MONTH = "June",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113951"}
@inproceedings{bb117709,
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#TT113952"}
@inproceedings{bb117710,
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#TT113953"}
@inproceedings{bb117711,
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#TT113954"}
@inproceedings{bb117712,
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#TT113955"}
@article{bb117713,
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",
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@inproceedings{bb117714,
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#TT113957"}
@article{bb117715,
AUTHOR = "Chin, T.J. and Yu, J. and Suter, D.",
TITLE = "Accelerated Hypothesis Generation for Multistructure Data via
Preference Analysis",
JOURNAL = PAMI,
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@inproceedings{bb117716,
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#TT113959"}
@inproceedings{bb117717,
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#TT113960"}
@article{bb117718,
AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "Integrated kernels and their properties",
JOURNAL = PR,
VOLUME = "40",
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MONTH = "November",
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@article{bb117719,
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,
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NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113962"}
@article{bb117720,
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#TT113963"}
@article{bb117721,
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,
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YEAR = "2008",
NUMBER = "6",
MONTH = "June",
PAGES = "2133-2135",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113964"}
@article{bb117722,
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#TT113965"}
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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#TT113966"}
@article{bb117724,
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#TT113967"}
@article{bb117725,
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,
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YEAR = "2009",
NUMBER = "3",
MONTH = "September",
PAGES = "159-173",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113968"}
@article{bb117726,
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#TT113969"}
@article{bb117727,
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#TT113970"}
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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#TT113971"}
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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#TT113972"}
@article{bb117730,
AUTHOR = "Jenssen, R.",
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JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "5",
MONTH = "May",
PAGES = "847-860",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113973"}
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AUTHOR = "Jenssen, R. and Storas, O.",
TITLE = "Kernel Entropy Component Analysis Pre-images for Pattern Denoising",
BOOKTITLE = SCIA09,
YEAR = "2009",
PAGES = "626-635",
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AUTHOR = "Zafeiriou, S.P. and Petrou, M.",
TITLE = "Nonlinear Non-Negative Component Analysis Algorithms",
JOURNAL = IP,
VOLUME = "19",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113975"}
@inproceedings{bb117733,
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#TT113976"}
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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#TT113977"}
@article{bb117735,
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#TT113978"}
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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#TT113979"}
@book{bb117737,
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#TT113980"}
@article{bb117738,
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,
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YEAR = "2011",
NUMBER = "10-11",
MONTH = "October",
PAGES = "2774-2785",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113981"}
@article{bb117739,
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#TT113982"}
@article{bb117740,
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#TT113983"}
@article{bb117741,
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#TT113984"}
@article{bb117742,
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#TT113985"}
@article{bb117743,
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#TT113986"}
@article{bb117744,
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#TT113987"}
@article{bb117745,
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#TT113988"}
@article{bb117746,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113989"}
@article{bb117747,
AUTHOR = "Ghassabeh, Y.A. and Abrishami Moghaddam, H.",
TITLE = "Adaptive linear discriminant analysis for online feature extraction",
JOURNAL = MVA,
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YEAR = "2013",
NUMBER = "4",
MONTH = "May",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113990"}
@article{bb117748,
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,
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YEAR = "2013",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113991"}
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AUTHOR = "Shekhar, S. and Patel, V.M. and Van Nguyen, H. and Chellappa, R.",
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JOURNAL = IP,
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MONTH = "October",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113992"}
@article{bb117750,
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",
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AUTHOR = "Vidal, R. and Favaro, P.",
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JOURNAL = PRL,
VOLUME = "43",
YEAR = "2014",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113994"}
@inproceedings{bb117752,
AUTHOR = "Favaro, P. and Vidal, R. and Ravichandran, A.",
TITLE = "A closed form solution to robust subspace estimation and clustering",
BOOKTITLE = CVPR11,
YEAR = "2011",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113995"}
@inproceedings{bb117753,
AUTHOR = "Patel, V.M. and Nguyen, H.V. and Vidal, R.",
TITLE = "Latent Space Sparse Subspace Clustering",
BOOKTITLE = ICCV13,
YEAR = "2013",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT113996"}
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AUTHOR = "Tsakiris, M.C. and Vidal, R.",
TITLE = "Filtrated Algebraic Subspace Clustering",
JOURNAL = SIIMS,
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AUTHOR = "Tsakiris, M.C. and Vidal, R.",
TITLE = "Dual Principal Component Pursuit",
BOOKTITLE = RSL-CV15,
YEAR = "2015",
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AUTHOR = "Tsakiris, M.C. and Vidal, R.",
TITLE = "Filtrated Spectral Algebraic Subspace Clustering",
BOOKTITLE = RSL-CV15,
YEAR = "2015",
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AUTHOR = "Tsakiris, M.C. and Vidal, R.",
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JOURNAL = PAMI,
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YEAR = "2018",
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AUTHOR = "Nguyen, H.V. and Patel, V.M.",
TITLE = "Max residual classifier",
BOOKTITLE = WACV14,
YEAR = "2014",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114001"}
@article{bb117759,
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",
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@article{bb117760,
AUTHOR = "Lee, M. and Choi, C.H.",
TITLE = "Incremental N-Mode SVD for Large-Scale Multilinear Generative
Models",
JOURNAL = IP,
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YEAR = "2014",
NUMBER = "10",
MONTH = "October",
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@article{bb117761,
AUTHOR = "Zhao, J.H.",
TITLE = "Efficient Model Selection for Mixtures of Probabilistic PCA Via
Hierarchical BIC",
JOURNAL = Cyber,
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YEAR = "2014",
NUMBER = "10",
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114005"}
@article{bb117763,
AUTHOR = "Ghassabeh, Y.A. and Rudzicz, F. and Abrishami Moghaddam, H.",
TITLE = "Fast incremental LDA feature extraction",
JOURNAL = PR,
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YEAR = "2015",
NUMBER = "6",
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AUTHOR = "Lin, G.Y. and Tang, N.Z. and Wang, H.X.",
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JOURNAL = IET-IPR,
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AUTHOR = "Hintermuller, M. and Wu, T.",
TITLE = "Robust Principal Component Pursuit via Inexact Alternating Minimization
on Matrix Manifolds",
JOURNAL = JMIV,
VOLUME = "51",
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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,
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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
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NUMBER = "12",
MONTH = "December",
PAGES = "4834-4846",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114010"}
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AUTHOR = "Yadav, S.K. and Sinha, R. and Bora, P.K.",
TITLE = "An Efficient SVD Shrinkage for Rank Estimation",
JOURNAL = SPLetters,
VOLUME = "22",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114011"}
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AUTHOR = "Wang, J.",
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JOURNAL = Cyber,
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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
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114013"}
@inproceedings{bb117771,
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
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BOOKTITLE = ICCV13,
YEAR = "2013",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114014"}
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AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
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JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114015"}
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AUTHOR = "Oh, T.H. and Matsushita, Y. and Tai, Y.W. and Kweon, I.S.",
TITLE = "Fast randomized Singular Value Thresholding for Nuclear Norm
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BOOKTITLE = CVPR15,
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AUTHOR = "He, X.F. and Zhang, C.Y. and Zhang, L.J. and Li, X.L.",
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JOURNAL = PAMI,
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114018"}
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AUTHOR = "Keeling, S.L. and Kunisch, K.",
TITLE = "Robust L1 Approaches to Computing the Geometric Median and Principal
and Independent Components",
JOURNAL = JMIV,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114019"}
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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,
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AUTHOR = "Tichavsky, P. and Phan, A.H. and Cichocki, A.",
TITLE = "Partitioned Alternating Least Squares Technique for Canonical
Polyadic Tensor Decomposition",
JOURNAL = SPLetters,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114021"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114022"}
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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,
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NUMBER = "2",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114023"}
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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,
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NUMBER = "2",
MONTH = "February",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114024"}
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AUTHOR = "Dumitrescu, B. and Irofti, P.",
TITLE = "Regularized K-SVD",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114025"}
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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,
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YEAR = "2017",
NUMBER = "1",
PAGES = "286-294",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114026"}
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AUTHOR = "Ye, Q. and Zhao, H. and Fu, L. and Gao, S.",
TITLE = "Underlying Connections Between Algorithms for Nongreedy LDA-L1",
JOURNAL = IP,
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NUMBER = "5",
MONTH = "May",
PAGES = "2557-2559",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114027"}
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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,
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NUMBER = "5",
MONTH = "May",
PAGES = "1672-1678",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114028"}
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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#TT114029"}
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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,
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NUMBER = "5",
MONTH = "May",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114030"}
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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,
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YEAR = "2018",
NUMBER = "9",
MONTH = "September",
PAGES = "2066-2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114031"}
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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#TT114032"}
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AUTHOR = "Vaswani, N. and Chi, Y. and Bouwmans, T.",
TITLE = "Rethinking PCA for Modern Data Sets: Theory, Algorithms, and
Applications",
JOURNAL = PIEEE,
VOLUME = "106",
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NUMBER = "8",
MONTH = "August",
PAGES = "1274-1276",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114033"}
@article{bb117791,
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#TT114034"}
@article{bb117792,
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#TT114035"}
@article{bb117793,
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#TT114036"}
@article{bb117794,
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#TT114037"}
@article{bb117795,
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#TT114038"}
@article{bb117796,
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#TT114039"}
@article{bb117797,
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#TT114040"}
@article{bb117798,
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#TT114041"}
@article{bb117799,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT114042"}
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