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        TITLE = "Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data",
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@article{bb110801,
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        TITLE = "Interpretable time series kernel analytics by pre-image estimation",
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@article{bb110802,
        AUTHOR = "Yang, F. and Ma, Z. and Xie, M.",
        TITLE = "Visual Recognition Method Based on Hybrid KPCA Network",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
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@article{bb110803,
        AUTHOR = "Wu, D. and Zhang, H. and Nie, F. and Wang, R. and Yang, C. and Jia, X. and Li, X.",
        TITLE = "Double-Attentive Principle Component Analysis",
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@article{bb110804,
        AUTHOR = "Cai, H. and Hamm, K. and Huang, L. and Li, J. and Wang, T.",
        TITLE = "Rapid Robust Principal Component Analysis:
CUR Accelerated Inexact Low Rank Estimation",
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@article{bb110805,
        AUTHOR = "Dong, Y.N. and Liang, T.Y. and Zhang, Y.X. and Du, B.",
        TITLE = "Spectral-Spatial Weighted Kernel Manifold Embedded Distribution
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        NUMBER = "6",
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@article{bb110806,
        AUTHOR = "Zhang, F. and Wang, J.J. and Wang, W.D. and Xu, C.",
        TITLE = "Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace
Information",
        JOURNAL = PAMI,
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@article{bb110807,
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        TITLE = "Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements",
        JOURNAL = PAMI,
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@article{bb110808,
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        TITLE = "Truncated Robust Principle Component Analysis With A General
Optimization Framework",
        JOURNAL = PAMI,
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        NUMBER = "2",
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@article{bb110809,
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        TITLE = "Efficient Tensor Robust PCA Under Hybrid Model of Tucker and Tensor
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@article{bb110810,
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@article{bb110811,
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@article{bb110812,
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@inproceedings{bb110813,
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@inproceedings{bb110814,
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@inproceedings{bb110815,
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        MONTH = "September",
        PAGES = "139-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107225"}

@article{bb110865,
        AUTHOR = "Le Borgne, H. and Gurin Dugu, A. and O'Connor, N.E.",
        TITLE = "Learning Midlevel Image Features for Natural Scene and Texture
Classification",
        JOURNAL = CirSysVideo,
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        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "286-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107226"}

@article{bb110866,
        AUTHOR = "Le Borgne, H. and Guerin Dugue, A. and Antoniadis, A.",
        TITLE = "Representation of images for classification with independent features",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "141-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107227"}

@article{bb110867,
        AUTHOR = "Balakrishnan, N. and Hariharakrishnan, K. and Schonfeld, D.",
        TITLE = "A New Image Representation Algorithm Inspired by Image Submodality
Models, Redundancy Reduction, and Learning in Biological Vision",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1367-1378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107228"}

@article{bb110868,
        AUTHOR = "Huang, X.M. and Wang, B. and Zhang, L.M.",
        TITLE = "A new scheme for extraction of affine invariant descriptor and affine
motion estimation based on independent component analysis",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1244-1255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107229"}

@article{bb110869,
        AUTHOR = "Luo, J.B. and Boutell, M.R.",
        TITLE = "Natural scene classification using overcomplete ICA",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1507-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107230"}

@article{bb110870,
        AUTHOR = "Hesse, C.W. and James, C.J.",
        TITLE = "The FastICA Algorithm With Spatial Constraints",
        JOURNAL = SPLetters,
        VOLUME = "12",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "792-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107231"}

@article{bb110871,
        AUTHOR = "Gao, P. and Woo, W.L. and Dlay, S.S.",
        TITLE = "Non-linear independent component analysis using series reversion and
Weierstrass network",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "115-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107232"}

@article{bb110872,
        AUTHOR = "Al Shiha, A.A.M. and Woo, W.L. and Dlay, S.S.",
        TITLE = "Multi-linear neighborhood preserving projection for face recognition",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "544-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107233"}

@article{bb110873,
        AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.",
        TITLE = "On the use of independent component analysis for image compression",
        JOURNAL = SP:IC,
        VOLUME = "21",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "378-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107234"}

@inproceedings{bb110874,
        AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.",
        TITLE = "Class-adapted image compression using independent component analysis",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 625-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107235"}

@article{bb110875,
        AUTHOR = "Squartini, S. and Arcangeli, A. and Piazza, F",
        TITLE = "Stability Analysis of Natural Gradient Learning Rules in Complete ICA:
A Unifying Perspective",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "54-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107236"}

@article{bb110876,
        AUTHOR = "Chiu, S.H. and Lu, C.P. and Wu, D.C. and Wen, C.Y.",
        TITLE = "A histogram based data-reducing algorithm for the fixed-point
independent component analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "370-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107237"}

@article{bb110877,
        AUTHOR = "Foo, J.Y.A.",
        TITLE = "Use of Independent Component Analysis to Reduce Motion Artifact in
Pulse Transit Time Measurement",
        JOURNAL = SPLetters,
        VOLUME = "15",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "124-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107238"}

@article{bb110878,
        AUTHOR = "Raj, R.G. and Bovik, A.C.",
        TITLE = "MICA: A Multilinear ICA Decomposition for Natural Scene Modeling",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "259-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107239"}

@inproceedings{bb110879,
        AUTHOR = "Raj, R.G. and Bovik, A.C.",
        TITLE = "A fast Multilinear ICA algorithm",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1889-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107240"}

@article{bb110880,
        AUTHOR = "Zarzoso, V. and Phlypo, R. and Comon, P.",
        TITLE = "A Contrast for Independent Component Analysis With Priors on the Source
Kurtosis Signs",
        JOURNAL = SPLetters,
        VOLUME = "15",
        YEAR = "2008",
        NUMBER = "1",
        PAGES = "501-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107241"}

@article{bb110881,
        AUTHOR = "Liu, K.H. and Li, B. and Zhang, J. and Du, J.X.",
        TITLE = "Ensemble component selection for improving ICA based microarray data
prediction models",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1274-1283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107242"}

@article{bb110882,
        AUTHOR = "Salazar, A. and Vergara, L. and Serrano, A. and Igual, J.",
        TITLE = "A general procedure for learning mixtures of independent component
analyzers",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "69-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107243"}

@article{bb110883,
        AUTHOR = "Yamazaki, M. and Fels, S.",
        TITLE = "Local Image Descriptors Using Supervised Kernel ICA",
        JOURNAL = IEICE,
        VOLUME = "E92-D",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1745-1751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107244"}

@inproceedings{bb110884,
        AUTHOR = "Fels, S. and Yamazaki, M.",
        TITLE = "Local Image Descriptors Using Supervised Kernel ICA",
        BOOKTITLE = PSIVT09,
        YEAR = "2009",
        PAGES = "94-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107244"}

@article{bb110885,
        AUTHOR = "Gao, Q.X. and Zhang, L. and Zhang, D. and Xu, H.",
        TITLE = "Independent components extraction from image matrix",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "171-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107245"}

@inproceedings{bb110886,
        AUTHOR = "Zhang, L. and Zhu, P.F. and Hu, Q.H. and Zhang, D.",
        TITLE = "A linear subspace learning approach via sparse coding",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "755-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107246"}

@inproceedings{bb110887,
        AUTHOR = "Zhang, L. and Gao, Q.X. and Zhang, D.",
        TITLE = "Directional independent component analysis with tensor representation",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107247"}

@article{bb110888,
        AUTHOR = "Deng, W.H. and Liu, Y.B. and Hu, J. and Guo, J.",
        TITLE = "The small sample size problem of ICA: A comparative study and analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4438-4450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107248"}

@article{bb110889,
        AUTHOR = "Adali, T. and Anderson, M. and Fu, G.S.",
        TITLE = "Diversity in Independent Component and Vector Analyses:
Identifiability, algorithms, and applications in medical imaging",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "18-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107249"}

@inproceedings{bb110890,
        AUTHOR = "Adali, T. and Anderson, M. and Fu, G.",
        TITLE = "ICA and IVA: Theory, connections, and applications to medical imaging",
        BOOKTITLE = WSSIP14,
        YEAR = "2014",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107250"}

@article{bb110891,
        AUTHOR = "Spurek, P. and Tabor, J. and Rola, P. and Ociepka, M.",
        TITLE = "ICA based on asymmetry",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107251"}

@article{bb110892,
        AUTHOR = "Nordhausen, K. and Oja, H. and Tyler, D.E. and Virta, J.",
        TITLE = "Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian
Subspace",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "887-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107252"}

@article{bb110893,
        AUTHOR = "Basiri, S. and Ollila, E. and Koivunen, V.",
        TITLE = "Alternative Derivation of FastICA With Novel Power Iteration
Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1378-1382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107253"}

@article{bb110894,
        AUTHOR = "Park, S. and Kwak, N.",
        TITLE = "Independent component analysis by lp-norm optimization",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "752-760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107254"}

@article{bb110895,
        AUTHOR = "Li, Y.P.",
        TITLE = "Second-Order Approximation of Minimum Discrimination Information in
Independent Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "334-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107255"}

@article{bb110896,
        AUTHOR = "Li, Y.P. and Ye, Z.H.",
        TITLE = "Boosting Independent Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1367-1371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107256"}

@inproceedings{bb110897,
        AUTHOR = "Tian, T.",
        TITLE = "Weighted orthogonal constrained maximum likelihood ICA algorithm and
its application in image feature extraction",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "98-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107257"}

@inproceedings{bb110898,
        AUTHOR = "Mehrjou, A. and Araabi, B.N. and Hosseini, R.",
        TITLE = "Separation of multiplicative image components by Bayesian Independent
Component Analysis",
        BOOKTITLE = IPRIA15,
        YEAR = "2015",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107258"}

@inproceedings{bb110899,
        AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I.",
        TITLE = "A Nonparametric Bayesian Approach toward Stacked Convolutional
Independent Component Analysis",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2803-2811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT107259"}