@article{bb125900,
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#TT122073"}
@article{bb125901,
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#TT122074"}
@article{bb125902,
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#TT122075"}
@article{bb125903,
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#TT122076"}
@article{bb125904,
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#TT122077"}
@article{bb125905,
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#TT122078"}
@inproceedings{bb125906,
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#TT122079"}
@inproceedings{bb125907,
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#TT122080"}
@inproceedings{bb125908,
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#TT122081"}
@inproceedings{bb125909,
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#TT122082"}
@article{bb125910,
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#TT122083"}
@inproceedings{bb125911,
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#TT122084"}
@article{bb125912,
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#TT122085"}
@inproceedings{bb125913,
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#TT122086"}
@inproceedings{bb125914,
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#TT122087"}
@article{bb125915,
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#TT122088"}
@article{bb125916,
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#TT122089"}
@article{bb125917,
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#TT122090"}
@article{bb125918,
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#TT122091"}
@article{bb125919,
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#TT122092"}
@article{bb125920,
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#TT122093"}
@article{bb125921,
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#TT122094"}
@article{bb125922,
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#TT122095"}
@article{bb125923,
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#TT122096"}
@article{bb125924,
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#TT122097"}
@article{bb125925,
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#TT122098"}
@inproceedings{bb125926,
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#TT122099"}
@article{bb125927,
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#TT122100"}
@inproceedings{bb125928,
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#TT122101"}
@article{bb125929,
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#TT122102"}
@inproceedings{bb125930,
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#TT122103"}
@article{bb125931,
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#TT122104"}
@article{bb125932,
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#TT122105"}
@article{bb125933,
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#TT122106"}
@book{bb125934,
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#TT122107"}
@article{bb125935,
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#TT122108"}
@article{bb125936,
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#TT122109"}
@article{bb125937,
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#TT122110"}
@article{bb125938,
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#TT122111"}
@article{bb125939,
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#TT122112"}
@article{bb125940,
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#TT122113"}
@article{bb125941,
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#TT122114"}
@article{bb125942,
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#TT122115"}
@article{bb125943,
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#TT122116"}
@article{bb125944,
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#TT122117"}
@article{bb125945,
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#TT122118"}
@article{bb125946,
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#TT122119"}
@article{bb125947,
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#TT122120"}
@article{bb125948,
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#TT122121"}
@inproceedings{bb125949,
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#TT122122"}
@inproceedings{bb125950,
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#TT122123"}
@article{bb125951,
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#TT122124"}
@inproceedings{bb125952,
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#TT122125"}
@inproceedings{bb125953,
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#TT122126"}
@article{bb125954,
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#TT122127"}
@inproceedings{bb125955,
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#TT122128"}
@article{bb125956,
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#TT122129"}
@article{bb125957,
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#TT122130"}
@article{bb125958,
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#TT122131"}
@article{bb125959,
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#TT122132"}
@article{bb125960,
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#TT122133"}
@article{bb125961,
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#TT122134"}
@article{bb125962,
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#TT122135"}
@article{bb125963,
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#TT122136"}
@article{bb125964,
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#TT122137"}
@article{bb125965,
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#TT122138"}
@article{bb125966,
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#TT122139"}
@article{bb125967,
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#TT122140"}
@inproceedings{bb125968,
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#TT122141"}
@article{bb125969,
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#TT122142"}
@inproceedings{bb125970,
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#TT122143"}
@article{bb125971,
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#TT122144"}
@article{bb125972,
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#TT122145"}
@article{bb125973,
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#TT122146"}
@article{bb125974,
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#TT122147"}
@article{bb125975,
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#TT122148"}
@article{bb125976,
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#TT122149"}
@article{bb125977,
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#TT122150"}
@article{bb125978,
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#TT122151"}
@article{bb125979,
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#TT122152"}
@article{bb125980,
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#TT122153"}
@article{bb125981,
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#TT122154"}
@article{bb125982,
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#TT122155"}
@article{bb125983,
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#TT122156"}
@article{bb125984,
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#TT122157"}
@article{bb125985,
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#TT122158"}
@article{bb125986,
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#TT122159"}
@article{bb125987,
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#TT122160"}
@article{bb125988,
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#TT122161"}
@article{bb125989,
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#TT122162"}
@article{bb125990,
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#TT122163"}
@article{bb125991,
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#TT122164"}
@article{bb125992,
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#TT122165"}
@article{bb125993,
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#TT122166"}
@article{bb125994,
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#TT122167"}
@article{bb125995,
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#TT122168"}
@article{bb125996,
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#TT122169"}
@article{bb125997,
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#TT122170"}
@article{bb125998,
AUTHOR = "Schnass, K.",
TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "1865-1869",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT122171"}
@article{bb125999,
AUTHOR = "Schnass, K.",
TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "1566-1567",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT122171"}
Last update:Jun 10, 2025 at 21:16:26