@article{bb129800,
AUTHOR = "Davies, M.",
TITLE = "Identifiability Issues in Noisy ICA",
JOURNAL = SPLetters,
VOLUME = "11",
YEAR = "2004",
NUMBER = "5",
PAGES = "470-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125931"}
@article{bb129801,
AUTHOR = "Liu, W.X. and Zheng, N.N.",
TITLE = "Non-negative matrix factorization based methods for object recognition",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "8",
MONTH = "June",
PAGES = "893-897",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125932"}
@article{bb129802,
AUTHOR = "Zheng, N.N. and Liu, W.X.",
TITLE = "Non-negative matrix factorization based methods for object recognition",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "14",
MONTH = "October",
PAGES = "2313",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125932"}
@inproceedings{bb129803,
AUTHOR = "Yuan, Z.J. and Qu, Y.Y. and Yang, Y. and Zheng, N.N.",
TITLE = "An Approach for Constructing Sparse Kernel Classifier",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 560-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125933"}
@article{bb129804,
AUTHOR = "Eriksson, J. and Koivunen, V.",
TITLE = "Identifiability, Separability, and Uniqueness of Linear ICA Models",
JOURNAL = SPLetters,
VOLUME = "11",
YEAR = "2004",
NUMBER = "7",
MONTH = "July",
PAGES = "601-604",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125934"}
@article{bb129805,
AUTHOR = "Musa, M.E.M. and de Ridder, D. and Duin, R.P.W. and Atalay, V.",
TITLE = "Almost autonomous training of mixtures of principal component analyzers",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "9",
MONTH = "July",
PAGES = "1085-1095",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125935"}
@article{bb129806,
AUTHOR = "Lee, S. and Hayes, M.H.",
TITLE = "Properties of the Singular Value Decomposition for Efficient Data
Clustering",
JOURNAL = SPLetters,
VOLUME = "11",
YEAR = "2004",
NUMBER = "11",
MONTH = "November",
PAGES = "862-866",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125936"}
@article{bb129807,
AUTHOR = "Lipovetsky, S. and Conklin, W.M.",
TITLE = "Singular value decomposition in additive, multiplicative, and logistic
forms",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "7",
MONTH = "July",
PAGES = "1099-1110",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125937"}
@article{bb129808,
AUTHOR = "Lipovetsky, S.",
TITLE = "PCA and SVD with nonnegative loadings",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "1",
MONTH = "January",
PAGES = "68-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125938"}
@article{bb129809,
AUTHOR = "Chen, S.C. and Zhu, Y.L. and Zhang, D.Q. and Yang, J.Y.",
TITLE = "Feature extraction approaches based on matrix pattern:
MatPCA and MatFLDA",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "8",
MONTH = "June",
PAGES = "1157-1167",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125939"}
@article{bb129810,
AUTHOR = "Kim, K.I. and Franz, M.O. and Scholkopf, B.",
TITLE = "Iterative Kernel Principal Component Analysis for Image Modeling",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "9",
MONTH = "September",
PAGES = "1351-1366",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125940"}
@article{bb129811,
AUTHOR = "Liang, Z.Z. and Shi, P.F.",
TITLE = "An analytical algorithm for generalized low-rank approximations of
matrices",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "11",
MONTH = "November",
PAGES = "2213-2216",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT125941"}
@article{bb129812,
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#TT125942"}
@article{bb129813,
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#TT125943"}
@article{bb129814,
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#TT125944"}
@article{bb129815,
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#TT125945"}
@article{bb129816,
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#TT125946"}
@article{bb129817,
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#TT125947"}
@article{bb129818,
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#TT125948"}
@article{bb129819,
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#TT125949"}
@article{bb129820,
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#TT125950"}
@inproceedings{bb129821,
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#TT125951"}
@inproceedings{bb129822,
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#TT125952"}
@inproceedings{bb129823,
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#TT125953"}
@inproceedings{bb129824,
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#TT125954"}
@article{bb129825,
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#TT125955"}
@inproceedings{bb129826,
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#TT125956"}
@article{bb129827,
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#TT125957"}
@inproceedings{bb129828,
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#TT125958"}
@inproceedings{bb129829,
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#TT125959"}
@article{bb129830,
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#TT125960"}
@article{bb129831,
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#TT125961"}
@article{bb129832,
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#TT125962"}
@article{bb129833,
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#TT125963"}
@article{bb129834,
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#TT125964"}
@article{bb129835,
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#TT125965"}
@article{bb129836,
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#TT125966"}
@article{bb129837,
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#TT125967"}
@article{bb129838,
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#TT125968"}
@article{bb129839,
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#TT125969"}
@article{bb129840,
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#TT125970"}
@inproceedings{bb129841,
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#TT125971"}
@article{bb129842,
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#TT125972"}
@inproceedings{bb129843,
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#TT125973"}
@article{bb129844,
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#TT125974"}
@inproceedings{bb129845,
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#TT125975"}
@article{bb129846,
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#TT125976"}
@article{bb129847,
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#TT125977"}
@article{bb129848,
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#TT125978"}
@book{bb129849,
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#TT125979"}
@article{bb129850,
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#TT125980"}
@article{bb129851,
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#TT125981"}
@article{bb129852,
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#TT125982"}
@article{bb129853,
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#TT125983"}
@article{bb129854,
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#TT125984"}
@article{bb129855,
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#TT125985"}
@article{bb129856,
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#TT125986"}
@article{bb129857,
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#TT125987"}
@article{bb129858,
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#TT125988"}
@article{bb129859,
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#TT125989"}
@article{bb129860,
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#TT125990"}
@article{bb129861,
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#TT125991"}
@article{bb129862,
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#TT125992"}
@article{bb129863,
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#TT125993"}
@inproceedings{bb129864,
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#TT125994"}
@inproceedings{bb129865,
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#TT125995"}
@article{bb129866,
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#TT125996"}
@inproceedings{bb129867,
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#TT125997"}
@inproceedings{bb129868,
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#TT125998"}
@article{bb129869,
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#TT125999"}
@inproceedings{bb129870,
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#TT126000"}
@article{bb129871,
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#TT126001"}
@article{bb129872,
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#TT126002"}
@article{bb129873,
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#TT126003"}
@article{bb129874,
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#TT126004"}
@article{bb129875,
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#TT126005"}
@article{bb129876,
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#TT126006"}
@article{bb129877,
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#TT126007"}
@article{bb129878,
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#TT126008"}
@article{bb129879,
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#TT126009"}
@article{bb129880,
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#TT126010"}
@article{bb129881,
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#TT126011"}
@article{bb129882,
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#TT126012"}
@inproceedings{bb129883,
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#TT126013"}
@article{bb129884,
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#TT126014"}
@inproceedings{bb129885,
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#TT126015"}
@article{bb129886,
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#TT126016"}
@article{bb129887,
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#TT126017"}
@article{bb129888,
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#TT126018"}
@article{bb129889,
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#TT126019"}
@article{bb129890,
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#TT126020"}
@article{bb129891,
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#TT126021"}
@article{bb129892,
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#TT126022"}
@article{bb129893,
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#TT126023"}
@article{bb129894,
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#TT126024"}
@article{bb129895,
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#TT126025"}
@article{bb129896,
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#TT126026"}
@article{bb129897,
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#TT126027"}
@article{bb129898,
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#TT126028"}
@article{bb129899,
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#TT126029"}
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