@article{bb135100,
        AUTHOR = "Loog, M. and Duin, R.P.W.",
        TITLE = "Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA:
The Chernoff Criterion",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "732-739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131114"}

@inproceedings{bb135101,
        AUTHOR = "Loog, M. and Duin, R.P.W.",
        TITLE = "The Dipping Phenomenon",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "310-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131115"}

@article{bb135102,
        AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.",
        TITLE = "Dimensionality reduction of image features using the canonical
contextual correlation projection",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2409-2418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131116"}

@inproceedings{bb135103,
        AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.",
        TITLE = "Dimensionality Reduction by Canonical Contextual Correlation
Projections",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol I: 562-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131117"}

@article{bb135104,
        AUTHOR = "Loog, M.",
        TITLE = "On an alternative formulation of the Fisher criterion that overcomes
the small sample problem",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1753-1755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131118"}

@inproceedings{bb135105,
        AUTHOR = "Loog, M.",
        TITLE = "Conditional Linear Discriminant Analysis",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 387-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131119"}

@inproceedings{bb135106,
        AUTHOR = "Loog, M. and de Ridder, D.",
        TITLE = "Local Discriminant Analysis",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 328-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131120"}

@inproceedings{bb135107,
        AUTHOR = "Qin, A.K. and Suganthan, P.N. and Loog, M.",
        TITLE = "Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff
Discriminant Analysis",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 125-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131121"}

@article{bb135108,
        AUTHOR = "Choi, S.J.",
        TITLE = "Sequential EM learning for subspace analysis",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1559-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131122"}

@article{bb135109,
        AUTHOR = "Zheng, Z.L. and Yang, J.",
        TITLE = "Supervised locality pursuit embedding for pattern classification",
        JOURNAL = IVC,
        VOLUME = "24",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "819-826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131123"}

@article{bb135110,
        AUTHOR = "Zubko, V. and Kaufman, Y.J. and Burg, R.I. and Martins, J.V.",
        TITLE = "Principal Component Analysis of Remote Sensing of Aerosols Over Oceans",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "730-745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131124"}

@article{bb135111,
        AUTHOR = "Cho, M.K. and Park, H.Y.",
        TITLE = "A feature analysis for dimension reduction based on a data generation
model with class factors and environment factors",
        JOURNAL = CVIU,
        VOLUME = "113",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1005-1016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131125"}

@article{bb135112,
        AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.",
        TITLE = "Enhancing principal direction divisive clustering",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3391-3411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131126"}

@article{bb135113,
        AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.",
        TITLE = "Random direction divisive clustering",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "131-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131127"}

@article{bb135114,
        AUTHOR = "Torbick, N. and Becker, B.",
        TITLE = "Evaluating Principal Components Analysis for Identifying Optimal Bands
Using Wetland Hyperspectral Measurements From the Great Lakes, USA",
        JOURNAL = RS,
        VOLUME = "1",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "408-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131128"}

@article{bb135115,
        AUTHOR = "Ding, X. and He, L. and Carin, L.",
        TITLE = "Bayesian Robust Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3419-3430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131129"}

@article{bb135116,
        AUTHOR = "Yektaii, M. and Bhattacharya, P.",
        TITLE = "A criterion for measuring the separability of clusters and its
applications to principal component analysis",
        JOURNAL = SIViP,
        VOLUME = "5",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "93-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131130"}

@article{bb135117,
        AUTHOR = "Wang, D.H. and Kong, S.",
        TITLE = "Feature selection from high-order tensorial data via sparse
decomposition",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1695-1702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131131"}

@article{bb135118,
        AUTHOR = "Honeine, P.",
        TITLE = "Online Kernel Principal Component Analysis: A Reduced-Order Model",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1814-1826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131132"}

@article{bb135119,
        AUTHOR = "Gao, J.B. and Shi, Q.F. and Caetano, T.S.",
        TITLE = "Dimensionality reduction via compressive sensing",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1163-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131133"}

@article{bb135120,
        AUTHOR = "Tu, S.K. and Xu, L.",
        TITLE = "A theoretical investigation of several model selection criteria for
dimensionality reduction",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1117-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131134"}

@article{bb135121,
        AUTHOR = "Zhu, X.Z.",
        TITLE = "Super-class Discriminant Analysis:
A novel solution for heteroscedasticity",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "545-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131135"}

@article{bb135122,
        AUTHOR = "Kadappa, V. and Negi, A.",
        TITLE = "Computational and space complexity analysis of SubXPCA",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2169-2174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131136"}

@article{bb135123,
        AUTHOR = "Liang, Z.Z. and Xia, S.X. and Zhou, Y. and Zhang, L. and Li, Y.F.",
        TITLE = "Feature extraction based on Lp-norm generalized principal component
analysis",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1037-1045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131137"}

@article{bb135124,
        AUTHOR = "Villegas, M. and Paredes, R.",
        TITLE = "On improving robustness of LDA and SRDA by using tangent vectors",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1094-1100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131138"}

@article{bb135125,
        AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B.",
        TITLE = "Comprehensive analysis of LPG-PCA algorithms in denoising 
and deblurring of medical images",
        JOURNAL = IJIST,
        VOLUME = "23",
        YEAR = "2013",
        NUMBER = "2",
        PAGES = "157-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131139"}

@inproceedings{bb135126,
        AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B. and Gowthami, S.",
        TITLE = "Performance analysis of LPG PCA algorithm in medical images",
        BOOKTITLE = IMVIP12,
        YEAR = "2012",
        PAGES = "125-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131140"}

@article{bb135127,
        AUTHOR = "Ulfarsson, M.O. and Solo, V.",
        TITLE = "Selecting the Number of Principal Components with SURE",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "239-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131141"}

@article{bb135128,
        AUTHOR = "Lu, M. and Huang, J.H.Z. and Qian, X.N.",
        TITLE = "Sparse exponential family Principal Component Analysis",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "681-691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131142"}

@article{bb135129,
        AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y. and Wang, Z.Q.",
        TITLE = "L1-norm-based principal component analysis with adaptive
regularization",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "901-907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131143"}

@article{bb135130,
        AUTHOR = "Yi, S.Y. and Lai, Z.H. and He, Z.Y. and Cheung, Y.M. and Liu, Y.",
        TITLE = "Joint sparse principal component analysis",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "524-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131144"}

@inproceedings{bb135131,
        AUTHOR = "Yi, S.Y. and He, Z.Y. and Li, Y. and Cheung, Y.M. and Chen, W.S.",
        TITLE = "Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and
Low-Rank Representation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1607-1611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131145"}

@article{bb135132,
        AUTHOR = "Forghani, Y.",
        TITLE = "Comment on 'Joint sparse principal component analysis' by S. Yi et
al. (Pattern Recognition, vol. 61, pp. 524-536, 2017)",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "454-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131146"}

@article{bb135133,
        AUTHOR = "Lee, J. and Choe, Y.",
        TITLE = "Robust PCA Based on Incoherence With Geometrical Interpretation",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1939-1950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131147"}

@article{bb135134,
        AUTHOR = "de Pierrefeu, A. and Lofstedt, T. and Hadj Selem, F. and Dubois, M. and Jardri, R. and Fovet, T. and Ciuciu, P. and Frouin, V. and Duchesnay, E.",
        TITLE = "Structured Sparse Principal Components Analysis With the TV-Elastic
Net Penalty",
        JOURNAL = MedImg,
        VOLUME = "37",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "396-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131148"}

@article{bb135135,
        AUTHOR = "Chen, X.H. and Sun, H.Q.",
        TITLE = "L_2,1-norm-based sparse principle component analysis with trace norm
regularised term",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "910-922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131149"}

@article{bb135136,
        AUTHOR = "Ma, J. and Yuan, Y.Y.",
        TITLE = "Dimension reduction of image deep feature using PCA",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131150"}

@article{bb135137,
        AUTHOR = "Li, X.",
        TITLE = "Convolutional PCA for Multiple Time Series",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1450-1454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131151"}

@article{bb135138,
        AUTHOR = "He, Z.X. and Wu, M.T. and Zhao, X.Y. and Zhang, S.Y. and Tan, J.R.",
        TITLE = "Representative null space LDA for discriminative dimensionality
reduction",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131152"}

@article{bb135139,
        AUTHOR = "Nie, F.P. and Tian, L. and Huang, H. and Ding, C.",
        TITLE = "Non-Greedy L21-Norm Maximization for Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "5277-5286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131153"}

@article{bb135140,
        AUTHOR = "Lim, Y.J. and Kwon, J. and Oh, H.S.",
        TITLE = "Principal component analysis in the wavelet domain",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131154"}

@article{bb135141,
        AUTHOR = "He, F. and Lv, K. and Yang, J. and Huang, X.L.",
        TITLE = "One-Shot Distributed Algorithm for PCA With RBF Kernels",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1465-1469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131155"}

@article{bb135142,
        AUTHOR = "Sofuoglu, S.E. and Aviyente, S.",
        TITLE = "Graph Regularized Low-Rank Tensor-Train for Robust Principal
Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1152-1156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131156"}

@article{bb135143,
        AUTHOR = "Dhanaraj, M. and Markopoulos, P.P.",
        TITLE = "On the Asymptotic L1-PC of Elliptical Distributions",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2343-2347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131157"}

@article{bb135144,
        AUTHOR = "Lee, J. and Oh, H.S.",
        TITLE = "Robust spherical principal curves",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131158"}

@article{bb135145,
        AUTHOR = "Wang, Y.L. and Kou, K.I. and Chen, H. and Tang, Y.Y. and Li, L.Q.",
        TITLE = "Double Auto-Weighted Tensor Robust Principal Component Analysis",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5114-5125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131159"}

@article{bb135146,
        AUTHOR = "Migenda, N. and Moller, R. and Schenck, W.",
        TITLE = "Adaptive local Principal Component Analysis improves the clustering
of high-dimensional data",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131160"}

@article{bb135147,
        AUTHOR = "Zhang, C. and Gai, K. and Zhang, S.H.",
        TITLE = "Matrix normal PCA for interpretable dimension reduction and graphical
noise modeling",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131161"}

@inproceedings{bb135148,
        AUTHOR = "Xu, Z.Q. and He, R. and Xie, S.L. and Wu, S.Q.",
        TITLE = "Adaptive Rank Estimate in Robust Principal Component Analysis",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6573-6582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131162"}

@inproceedings{bb135149,
        AUTHOR = "Ju, F. and Sun, Y. and Gao, J. and Liu, S. and Hu, Y. and Yin, B.",
        TITLE = "Mixture of Bilateral-Projection Two-Dimensional Probabilistic
Principal Component Analysis",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4462-4470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131163"}

@inproceedings{bb135150,
        AUTHOR = "Lu, C. and Feng, J. and Chen, Y. and Liu, W. and Lin, Z. and Yan, S.",
        TITLE = "Tensor Robust Principal Component Analysis: Exact Recovery of
Corrupted Low-Rank Tensors via Convex Optimization",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5249-5257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131164"}

@inproceedings{bb135151,
        AUTHOR = "Shi, F.Y. and Zhai, M. and Duncan, D. and Jacobs, N.",
        TITLE = "MPCA: EM-based PCA for mixed-size image datasets",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1807-1811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131165"}

@inproceedings{bb135152,
        AUTHOR = "Zhai, M. and Shi, F.Y. and Duncan, D. and Jacobs, N.",
        TITLE = "Covariance-Based PCA for Multi-size Data",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1603-1608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131166"}

@inproceedings{bb135153,
        AUTHOR = "Abdel Hakim, A.E. and El Saban, M.",
        TITLE = "FRPCA: Fast Robust Principal Component Analysis for online observations",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "413-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131167"}

@inproceedings{bb135154,
        AUTHOR = "Wang, S.J. and Sun, M.F. and Chen, Y.H. and Pang, E.P. and Zhou, C.G.",
        TITLE = "STPCA: Sparse tensor Principal Component Analysis for feature
extraction",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2278-2281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131168"}

@inproceedings{bb135155,
        AUTHOR = "Kawatani, T. and Shimizu, H.",
        TITLE = "Complementary Classifier Design Using Difference Principal Components",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "875-880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131169"}

@article{bb135156,
        AUTHOR = "Fukunaga, K. and Olsen, D.R.",
        TITLE = "An Algorithm for Finding Intrinsic Dimensionality of Data",
        JOURNAL = TC,
        VOLUME = "20",
        YEAR = "1971",
        NUMBER = "2",
        PAGES = "176-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131170"}

@article{bb135157,
        AUTHOR = "Koontz, W.L.G. and Fukunaga, K.",
        TITLE = "A Nonparametric Valley-Seeking Technique for Cluster Analysis",
        JOURNAL = TC,
        VOLUME = "21",
        YEAR = "1972",
        PAGES = "171-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131171"}

@article{bb135158,
        AUTHOR = "Koontz, W.L.G. and Fukunaga, K.",
        TITLE = "Asymptotic Analysis of a Nonparametric Clustering Technique",
        JOURNAL = TC,
        VOLUME = "21",
        YEAR = "1972",
        PAGES = "967-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131172"}

@article{bb135159,
        AUTHOR = "Koontz, W.L.G. and Narendra, P.M. and Fukunaga, K.",
        TITLE = "A Graph-Theoretic Approach to Nonparametric Cluster Analysis",
        JOURNAL = TC,
        VOLUME = "25",
        YEAR = "1976",
        PAGES = "936-944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131173"}

@article{bb135160,
        AUTHOR = "Raudys, S.J.",
        TITLE = "Determination of optimal dimensionality in statistical pattern
classification",
        JOURNAL = PR,
        VOLUME = "11",
        YEAR = "1979",
        NUMBER = "4",
        PAGES = "263-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131174"}

@article{bb135161,
        AUTHOR = "Raudys, S.J. and Pikelis, V.",
        TITLE = "On Dimensionality, Sample Size, Classification Error,
and Complexity of Classification Algorithms in Pattern Recognition",
        JOURNAL = PAMI,
        VOLUME = "2",
        YEAR = "1980",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "243-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131175"}

@inproceedings{bb135162,
        AUTHOR = "Raudys, S.J.",
        TITLE = "Feature Over-Selection",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "622-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131176"}

@article{bb135163,
        AUTHOR = "Schwartz, G.",
        TITLE = "Estimating the Dimension of a Model",
        JOURNAL = AMS,
        VOLUME = "6",
        YEAR = "1978",
        PAGES = "461-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131177"}

@article{bb135164,
        AUTHOR = "Jain, A.K. and Waller, W.G.",
        TITLE = "On the optimal number of features in the classification of multivariate
Gaussian data",
        JOURNAL = PR,
        VOLUME = "10",
        YEAR = "1978",
        NUMBER = "5-6",
        PAGES = "365-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131178"}

@article{bb135165,
        AUTHOR = "Trunk, G.V.",
        TITLE = "Range Resolution of Targets using Automatic Detection",
        JOURNAL = AeroSys,
        VOLUME = "14",
        YEAR = "1978",
        NUMBER = "5",
        PAGES = "750-755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131179"}

@inproceedings{bb135166,
        AUTHOR = "Trunk, G.V.",
        TITLE = "A Problem of Dimensionality: A Simple Example",
        BOOKTITLE = PAMI,
        VOLUME = "1",
        YEAR = "1979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131180"}

@article{bb135167,
        AUTHOR = "Verveer, P.J. and Duin, R.P.W.",
        TITLE = "An Evaluation of Intrinsic Dimensionality Estimators",
        JOURNAL = PAMI,
        VOLUME = "17",
        YEAR = "1995",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "81-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131181"}

@article{bb135168,
        AUTHOR = "Bruske, J. and Sommer, G.",
        TITLE = "Intrinsic Dimensionality Estimation with
Optimally Topology Preserving Maps",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "572-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131182"}

@inproceedings{bb135169,
        AUTHOR = "Bruske, J. and Sommer, G.",
        TITLE = "An algorithm for intrinsic dimensionality estimation",
        BOOKTITLE = CAIP97,
        YEAR = "1997",
        PAGES = "9-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131183"}

@article{bb135170,
        AUTHOR = "Camastra, F. and Vinciarelli, A.",
        TITLE = "Estimating the Intrinsic Dimension of Data with a Fractal-Based Method",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1404-1407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131184"}

@article{bb135171,
        AUTHOR = "Camastra, F.",
        TITLE = "Data dimensionality estimation methods: a survey",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2945-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131185"}

@article{bb135172,
        AUTHOR = "Fan, M.Y. and Qiao, H. and Zhang, B.",
        TITLE = "Intrinsic dimension estimation of manifolds by incising balls",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "780-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131186"}

@article{bb135173,
        AUTHOR = "Fan, M.Y. and Gu, N.N. and Qiao, H. and Zhang, B.",
        TITLE = "Sparse regularization for semi-supervised classification",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1777-1784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131187"}

@article{bb135174,
        AUTHOR = "Xie, L.X. and Tian, Q. and Wang, M. and Zhang, B.",
        TITLE = "Spatial Pooling of Heterogeneous Features for Image Classification",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1994-2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131188"}

@article{bb135175,
        AUTHOR = "Xie, L.X. and Tian, Q. and Zhang, B.",
        TITLE = "Simple Techniques Make Sense: Feature Pooling and Normalization for
Image Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1251-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131189"}

@article{bb135176,
        AUTHOR = "Felsberg, M. and Kalkan, S. and Kruger, N.",
        TITLE = "Continuous dimensionality characterization of image structures",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "628-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131190"}

@article{bb135177,
        AUTHOR = "Bouveyron, C. and Celeux, G. and Girard, S.C.",
        TITLE = "Intrinsic dimension estimation by maximum likelihood in isotropic
probabilistic PCA",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1706-1713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131191"}

@article{bb135178,
        AUTHOR = "Ceruti, C. and Bassis, S. and Rozza, A. and Lombardi, G. and Casiraghi, E. and Campadelli, P.",
        TITLE = "DANCo: An intrinsic dimensionality estimator exploiting angle and
norm concentration",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "8",
        PAGES = "2569-2581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131192"}

@inproceedings{bb135179,
        AUTHOR = "Rozza, A. and Lombardi, G. and Rosa, M. and Casiraghi, E. and Campadelli, P.",
        TITLE = "IDEA: Intrinsic Dimension Estimation Algorithm",
        BOOKTITLE = CIAP11,
        YEAR = "2011",
        PAGES = "I: 433-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131193"}

@article{bb135180,
        AUTHOR = "Golay, J. and Kanevski, M.",
        TITLE = "A new estimator of intrinsic dimension based on the multipoint
Morisita index",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "4070-4081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131194"}

@article{bb135181,
        AUTHOR = "Liu, Y.L. and Zhang, Y.M. and Zhang, X.Y. and Liu, C.L.",
        TITLE = "Adaptive spatial pooling for image classification",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "58-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131195"}

@inproceedings{bb135182,
        AUTHOR = "Romano, S. and Chelly, O. and Nguyen, V. and Bailey, J. and Houle, M.E.",
        TITLE = "Measuring dependency via intrinsic dimensionality",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1207-1212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131196"}

@article{bb135183,
        AUTHOR = "Panahi, A. and Viberg, M.",
        TITLE = "Fast Candidate Points Selection in the LASSO Path",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "79-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131197"}

@article{bb135184,
        AUTHOR = "Xiang, Z.J. and Ramadge, P.J.",
        TITLE = "Edge-Preserving Image Regularization Based on Morphological Wavelets
and Dyadic Trees",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1548-1560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131198"}

@inproceedings{bb135185,
        AUTHOR = "Xiang, Z.J. and Ramadge, P.J.",
        TITLE = "Morphological wavelet transform with adaptive dyadic structures",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1677-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131199"}

@article{bb135186,
        AUTHOR = "Duan, J. and Soussen, C. and Brie, D. and Idier, J. and Wang, Y.P.",
        TITLE = "On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "894-897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131200"}

@article{bb135187,
        AUTHOR = "Jamil, T. and ter Braak, C.J.F.",
        TITLE = "Selection properties of type II maximum likelihood (empirical Bayes) in
linear models with individual variance components for predictors",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1205-1212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131201"}

@article{bb135188,
        AUTHOR = "Jung, A. and Hannak, G. and Goertz, N.",
        TITLE = "Graphical LASSO based Model Selection for Time Series",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1781-1785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131202"}

@article{bb135189,
        AUTHOR = "Zhou, Y. and Han, J.H. and Yuan, X.H. and Wei, Z.C. and Hong, R.C.",
        TITLE = "Inverse Sparse Group Lasso Model for Robust Object Tracking",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1798-1810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131203"}

@article{bb135190,
        AUTHOR = "Liu, Q. and Ma, X. and Ou, W.H. and Zhou, Q.",
        TITLE = "Visual Object Tracking with Online Sample Selection Via LASSO
Regularization",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "881-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131204"}

@article{bb135191,
        AUTHOR = "Xiang, Z.J. and Wang, Y. and Ramadge, P.J.",
        TITLE = "Screening Tests for LASSO Problems",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1008-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131205"}

@article{bb135192,
        AUTHOR = "Yuan, L. and Liu, J. and Ye, J.P.",
        TITLE = "Efficient Methods for Overlapping Group LASSO",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2104-2116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131206"}

@article{bb135193,
        AUTHOR = "Wang, J. and Fan, W. and Ye, J.",
        TITLE = "Fused LASSO Screening Rules via the Monotonicity of Subdifferentials",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1806-1820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131207"}

@article{bb135194,
        AUTHOR = "Zhao, L. and Hu, Q. and Wang, W.",
        TITLE = "Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks
and Sparse Group LASSO",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1936-1948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131208"}

@article{bb135195,
        AUTHOR = "Souly, N. and Shah, M.A.",
        TITLE = "Visual Saliency Detection Using Group Lasso Regularization in Videos of
Natural Scenes",
        JOURNAL = IJCV,
        VOLUME = "117",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "93-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131209"}

@article{bb135196,
        AUTHOR = "Shen, X.Y. and Chen, L. and Gu, Y.T. and So, H.C.",
        TITLE = "Square-Root Lasso With Nonconvex Regularization: An ADMM Approach",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "934-938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131210"}

@article{bb135197,
        AUTHOR = "Painsky, A. and Rosset, S.",
        TITLE = "Isotonic Modeling with Non-Differentiable Loss Functions with
Application to Lasso Regularization",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "308-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131211"}

@article{bb135198,
        AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
        TITLE = "Face recognition using discriminant locality preserving projections
based on maximum margin criterion",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3572-3579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131212"}

@article{bb135199,
        AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
        TITLE = "Face recognition using regularised generalised discriminant locality
preserving projections",
        JOURNAL = IET-CV,
        VOLUME = "5",
        YEAR = "2011",
        NUMBER = "2",
        PAGES = "107-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131213"}

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