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@article{bb92501,
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        TITLE = "Simple mixture model for sparse overcomplete ICA",
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@article{bb92502,
        AUTHOR = "Davies, M.",
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        JOURNAL = SPLetters,
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@article{bb92503,
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        TITLE = "Non-negative matrix factorization based methods for object recognition",
        JOURNAL = PRL,
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@article{bb92504,
        AUTHOR = "Zheng, N.N. and Liu, W.X.",
        TITLE = "Non-negative matrix factorization based methods for object recognition",
        JOURNAL = PRL,
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@inproceedings{bb92505,
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@article{bb92506,
        AUTHOR = "Eriksson, J. and Koivunen, V.",
        TITLE = "Identifiability, Separability, and Uniqueness of Linear ICA Models",
        JOURNAL = SPLetters,
        VOLUME = "11",
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        NUMBER = "7",
        MONTH = "July",
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@article{bb92507,
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        TITLE = "Almost autonomous training of mixtures of principal component analyzers",
        JOURNAL = PRL,
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@article{bb92508,
        AUTHOR = "Lee, S. and Hayes, M.H.",
        TITLE = "Properties of the Singular Value Decomposition for Efficient Data
Clustering",
        JOURNAL = SPLetters,
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@article{bb92509,
        AUTHOR = "Lipovetsky, S. and Conklin, W.M.",
        TITLE = "Singular value decomposition in additive, multiplicative, and logistic
forms",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
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@article{bb92510,
        AUTHOR = "Lipovetsky, S.",
        TITLE = "PCA and SVD with nonnegative loadings",
        JOURNAL = PR,
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@article{bb92511,
        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,
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        MONTH = "June",
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@article{bb92512,
        AUTHOR = "Kim, K.I. and Franz, M.O. and Scholkopf, B.",
        TITLE = "Iterative Kernel Principal Component Analysis for Image Modeling",
        JOURNAL = PAMI,
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@article{bb92513,
        AUTHOR = "Liang, Z.Z. and Shi, P.F.",
        TITLE = "An analytical algorithm for generalized low-rank approximations of
matrices",
        JOURNAL = PR,
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@article{bb92514,
        AUTHOR = "Nishino, K. and Nayar, S.K. and Jebara, T.",
        TITLE = "Clustered Blockwise PCA for Representing Visual Data",
        JOURNAL = PAMI,
        VOLUME = "27",
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        NUMBER = "10",
        MONTH = "October",
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@article{bb92515,
        AUTHOR = "Wang, L. and Wang, X. and Feng, J.",
        TITLE = "On Image Matrix Based Feature Extraction Algorithms",
        JOURNAL = SMC-B,
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        YEAR = "2006",
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@article{bb92516,
        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,
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@article{bb92517,
        AUTHOR = "Liu, J. and Chen, S.C.",
        TITLE = "Non-iterative generalized low rank approximation of matrices",
        JOURNAL = PRL,
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@article{bb92518,
        AUTHOR = "Burvall, A. and Barrett, H.H. and Dainty, C. and Myers, K.J.",
        TITLE = "Singular-value decomposition for through-focus imaging systems",
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@article{bb92519,
        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",
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@article{bb92520,
        AUTHOR = "Witten, J.M. and Park, S. and Myers, K.J.",
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Ideal Observers",
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@article{bb92521,
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@article{bb92522,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Incremental Kernel Principal Component Analysis",
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@inproceedings{bb92523,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Improving the Speed of Kernel PCA on Large Scale Datasets",
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@inproceedings{bb92524,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Incremental Kernel PCA for Efficient Non-linear Feature Extraction",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "III:939",
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@inproceedings{bb92525,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "A New Distance Criterion for Face Recognition Using Image Sets",
        BOOKTITLE = ACCV06,
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@inproceedings{bb92526,
        AUTHOR = "Chin, T.J. and Schindler, K. and Suter, D.",
        TITLE = "Incremental Kernel SVD for Face Recognition with Image Sets",
        BOOKTITLE = FGR06,
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@article{bb92527,
        AUTHOR = "Chin, T.J. and Suter, D. and Wang, H.Z.",
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specific scene recognition",
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@inproceedings{bb92528,
        AUTHOR = "Chin, T.J. and Suter, D. and Wang, H.Z.",
        TITLE = "Multi-structure model selection via kernel optimisation",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
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@article{bb92529,
        AUTHOR = "Chin, T.J. and Yu, J. and Suter, D.",
        TITLE = "Accelerated Hypothesis Generation for Multistructure Data via
Preference Analysis",
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@inproceedings{bb92530,
        AUTHOR = "Chin, T.J. and Yu, J. and Suter, D.",
        TITLE = "Accelerated Hypothesis Generation for Multi-structure Robust Fitting",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
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@inproceedings{bb92531,
        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",
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@article{bb92532,
        AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
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@article{bb92533,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89193"}

@article{bb92534,
        AUTHOR = "Agrawal, R.K. and Karmeshu",
        TITLE = "Perturbation scheme for online learning of features:
Incremental principal component analysis",
        JOURNAL = PR,
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@article{bb92535,
        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'",
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@article{bb92536,
        AUTHOR = "Saegusa, R. and Sakano, H. and Hashimoto, S.",
        TITLE = "A Nonlinear Principal Component Analysis of Image Data",
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        PAGES = "2242-2248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89196"}

@article{bb92537,
        AUTHOR = "Pang, Y. and Tao, D.C. and Yuan, Y. and Li, X.L.",
        TITLE = "Binary Two-Dimensional PCA",
        JOURNAL = SMC-B,
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@article{bb92538,
        AUTHOR = "Rahman, M.M. and Ishikawa, S.",
        TITLE = "Overcoming Dress Effect In Eigenspace",
        JOURNAL = IJIG,
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89198"}

@article{bb92539,
        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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        MONTH = "September",
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@article{bb92540,
        AUTHOR = "Fowler, J.E.",
        TITLE = "Compressive-Projection Principal Component Analysis",
        JOURNAL = IP,
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        NUMBER = "10",
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@article{bb92541,
        AUTHOR = "Costache, G.N. and Corcoran, P. and Puslecki, P.",
        TITLE = "Combining PCA-based datasets without retraining of the basis vector set",
        JOURNAL = PRL,
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@article{bb92542,
        AUTHOR = "Gurumoorthy, K.S. and Rajwade, A. and Banerjee, A. and Rangarajan, A.",
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Tensor Projections Onto Exemplar Orthonormal Bases",
        JOURNAL = IP,
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        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "322-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89202"}

@inproceedings{bb92543,
        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",
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        YEAR = "2008",
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@article{bb92544,
        AUTHOR = "Jenssen, R.",
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        JOURNAL = PAMI,
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        YEAR = "2010",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89204"}

@inproceedings{bb92545,
        AUTHOR = "Jenssen, R. and Storas, O.",
        TITLE = "Kernel Entropy Component Analysis Pre-images for Pattern Denoising",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
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@article{bb92546,
        AUTHOR = "Zafeiriou, S.P. and Petrou, M.",
        TITLE = "Nonlinear Non-Negative Component Analysis Algorithms",
        JOURNAL = IP,
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        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89206"}

@inproceedings{bb92547,
        AUTHOR = "Zafeiriou, S.P. and Petrou, M.",
        TITLE = "Nonlinear Nonnegative Component Analysis",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2860-2865",
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@article{bb92548,
        AUTHOR = "Si, S. and Tao, D. and Chan, K.P.",
        TITLE = "Evolutionary Cross-Domain Discriminative Hessian Eigenmaps",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89208"}

@article{bb92549,
        AUTHOR = "Bergqvist, G. and Larsson, E.G.",
        TITLE = "The Higher-Order Singular Value Decomposition:
Theory and an Application",
        JOURNAL = SPMag,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89209"}

@article{bb92550,
        AUTHOR = "Li, X.L. and Pang, Y.W. and Yuan, Y.",
        TITLE = "L1-Norm-Based 2DPCA",
        JOURNAL = SMC-B,
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        NUMBER = "4",
        MONTH = "August",
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@book{bb92551,
        AUTHOR = "Mirkin, B.",
        TITLE = "Core Concepts in Data Analysis:
Summarization, Correlation and Visualization",
        PUBLISHER = "Springer",
        YEAR = "2011",
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@article{bb92552,
        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",
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        MONTH = "October",
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@article{bb92553,
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        TITLE = "Computing Steerable Principal Components of a Large Set of Images and
Their Rotations",
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        MONTH = "November",
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@article{bb92554,
        AUTHOR = "Zhang, W.T. and Lou, S.T.",
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@article{bb92555,
        AUTHOR = "Lee, K.Y. and Park, H.",
        TITLE = "Probabilistic learning of similarity measures for tensor PCA",
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@article{bb92556,
        AUTHOR = "Rusu, C. and Dumitrescu, B.",
        TITLE = "Stagewise K-SVD to Design Efficient Dictionaries for Sparse
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@article{bb92557,
        AUTHOR = "Li, J. and Tao, D.C.",
        TITLE = "On Preserving Original Variables in Bayesian PCA With Application to
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@article{bb92558,
        AUTHOR = "Smith, L.N. and Elad, M.",
        TITLE = "Improving Dictionary Learning:
Multiple Dictionary Updates and Coefficient Reuse",
        JOURNAL = SPLetters,
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        NUMBER = "1",
        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT89218"}

@article{bb92559,
        AUTHOR = "Liu, W. and Lin, W.",
        TITLE = "Additive White Gaussian Noise Level Estimation in SVD Domain for Images",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
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@inproceedings{bb92566,
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@inproceedings{bb92567,
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Last update:Sep 9, 2019 at 16:26:55