@article{bb108200,
        AUTHOR = "Yang, L.",
        TITLE = "Alignment of Overlapping Locally Scaled Patches for Multidimensional
Scaling and Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "438-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104552"}

@inproceedings{bb108201,
        AUTHOR = "Zhao, D.F. and Yang, L.",
        TITLE = "Incremental Construction of Neighborhood Graphs for Nonlinear
Dimensionality Reduction",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 177-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104553"}

@article{bb108202,
        AUTHOR = "Chang, C.I. and Du, Q.",
        TITLE = "Estimation of number of spectrally distinct signal sources in
hyperspectral imagery",
        JOURNAL = GeoRS,
        VOLUME = "42",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "608-619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104554"}

@article{bb108203,
        AUTHOR = "Wang, J. and Chang, C.I.",
        TITLE = "Independent Component Analysis-Based Dimensionality Reduction With
Applications in Hyperspectral Image Analysis",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1586-1600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104555"}

@article{bb108204,
        AUTHOR = "Chang, C.I. and Jiao, X.L. and Wu, C.C. and Du, E.Y. and Chen, H.M.",
        TITLE = "Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis
for Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4123-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104556"}

@article{bb108205,
        AUTHOR = "Bandos, T.V. and Bruzzone, L. and Camps Valls, G.",
        TITLE = "Classification of Hyperspectral Images With Regularized Linear
Discriminant Analysis",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "862-873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104557"}

@inproceedings{bb108206,
        AUTHOR = "Camps Valls, G. and Serrano Lopez, A.J. and Gomez Chova, L. and Martin Guerrero, J.D. and Calpe Maravilla, J. and Moreno, J.",
        TITLE = "Regularized RBF Networks for Hyperspectral Data Classification",
        BOOKTITLE = ICIAR04,
        YEAR = "2004",
        PAGES = "II: 429-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104558"}

@article{bb108207,
        AUTHOR = "Zhong, Y. and Zhang, L. and Huang, B. and Li, P.",
        TITLE = "An Unsupervised Artificial Immune Classifier for Multi/Hyperspectral
Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "420-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104559"}

@article{bb108208,
        AUTHOR = "Jiao, H. and Zhong, Y. and Zhang, L.",
        TITLE = "An Unsupervised Spectral Matching Classifier Based on Artificial DNA
Computing for Hyperspectral Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4524-4538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104560"}

@article{bb108209,
        AUTHOR = "Ma, A. and Zhong, Y. and Zhao, B. and Jiao, H. and Zhang, L.",
        TITLE = "Semisupervised Subspace-Based DNA Encoding and Matching Classifier
for Hyperspectral Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4402-4418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104561"}

@article{bb108210,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P. and Gong, J. and Li, P.",
        TITLE = "A Supervised Artificial Immune Classifier for Remote-Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3957-3966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104562"}

@article{bb108211,
        AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
        TITLE = "Effective Feature Extraction in High-Dimensional Space",
        JOURNAL = SMC-B,
        VOLUME = "38",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "1652-1656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104563"}

@article{bb108212,
        AUTHOR = "Pang, Y. and Yuan, Y. and Li, X.L.",
        TITLE = "Iterative Subspace Analysis Based on Feature Line Distance",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "903-907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104564"}

@article{bb108213,
        AUTHOR = "Zhang, Z.Y. and Wang, J. and Zha, H.Y.",
        TITLE = "Adaptive Manifold Learning",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "253-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104565"}

@article{bb108214,
        AUTHOR = "Ailon, N. and Chazelle, B.",
        TITLE = "Faster Dimension Reduction",
        JOURNAL = CACM,
        VOLUME = "53",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "97-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104566"}

@article{bb108215,
        AUTHOR = "Cardoso, A. and Wichert, A.",
        TITLE = "Iterative random projections for high-dimensional data clustering",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1749-1755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104567"}

@article{bb108216,
        AUTHOR = "Jiao, H.Z. and Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm
for Hyperspectral Remote Sensing Data",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4085-4104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104568"}

@article{bb108217,
        AUTHOR = "Wu, K. and Zhao, D. and Zhong, Y.F. and Du, Q.",
        TITLE = "Multi-Probe Based Artificial DNA Encoding and Matching Classifier for
Hyperspectral Remote Sensing Imagery",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "8",
        PAGES = "645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104569"}

@article{bb108218,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
        TITLE = "An Adaptive Artificial Immune Network for Supervised Classification of
Multi-/Hyperspectral Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "894-909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104570"}

@article{bb108219,
        AUTHOR = "Zhang, L. and Zhong, Y. and Huang, B. and Gong, J. and Li, P.",
        TITLE = "Dimensionality Reduction Based on Clonal Selection for Hyperspectral
Imagery",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4172-4186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104571"}

@article{bb108220,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "On Combining Multiple Features for Hyperspectral Remote Sensing Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "879-893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104572"}

@article{bb108221,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "A modified stochastic neighbor embedding for multi-feature dimension
reduction of remote sensing images",
        JOURNAL = PandRS,
        VOLUME = "83",
        YEAR = "2013",
        NUMBER = "1",
        PAGES = "30-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104573"}

@article{bb108222,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "A Modified Stochastic Neighbor Embedding For Combining Multiple
Features For Remote Sensing Image Classification",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-3",
        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "395-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104574"}

@article{bb108223,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "Tensor Discriminative Locality Alignment for Hyperspectral Image
Spectral-Spatial Feature Extraction",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "242-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104575"}

@article{bb108224,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "Sparse Transfer Manifold Embedding for Hyperspectral Target Detection",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1030-1043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104576"}

@article{bb108225,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X. and Du, B.",
        TITLE = "Hyperspectral Remote Sensing Image Subpixel Target Detection Based on
Supervised Metric Learning",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4955-4965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104577"}

@article{bb108226,
        AUTHOR = "Zhang, L.F. and Zhang, Q. and Du, B. and Huang, X. and Tang, Y.Y. and Tao, D.C.",
        TITLE = "Simultaneous Spectral-Spatial Feature Selection and Extraction for
Hyperspectral Images",
        JOURNAL = Cyber,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "16-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104578"}

@article{bb108227,
        AUTHOR = "Zhang, Q. and Tian, Y. and Yang, Y.P. and Pan, C.H.",
        TITLE = "Automatic Spatial-Spectral Feature Selection for Hyperspectral Image
via Discriminative Sparse Multimodal Learning",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "261-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104579"}

@article{bb108228,
        AUTHOR = "Zhao, R. and Du, B. and Zhang, L.P. and Zhang, L.F.",
        TITLE = "A robust background regression based score estimation algorithm for
hyperspectral anomaly detection",
        JOURNAL = PandRS,
        VOLUME = "122",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "126-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104580"}

@article{bb108229,
        AUTHOR = "Zhu, X.F. and Huang, Z. and Yang, Y. and Shen, H.T. and Xu, C.S. and Luo, J.B.",
        TITLE = "Self-taught dimensionality reduction on the high-dimensional
small-sized data",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "215-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104581"}

@article{bb108230,
        AUTHOR = "Wu, G. and Xu, W. and Leng, H.",
        TITLE = "Inexact and incremental bilinear Lanczos components algorithms for
high dimensionality reduction and image reconstruction",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "244-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104582"}

@article{bb108231,
        AUTHOR = "Shi, Q. and Du, B. and Zhang, L.P.",
        TITLE = "Domain Adaptation for Remote Sensing Image Classification: A Low-Rank
Reconstruction and Instance Weighting Label Propagation Inspired
Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5677-5689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104583"}

@article{bb108232,
        AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P.",
        TITLE = "A Sparse Representation-Based Binary Hypothesis Model for Target
Detection in Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1346-1354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104584"}

@article{bb108233,
        AUTHOR = "Liu, R. and Gillies, D.F.",
        TITLE = "Overfitting in linear feature extraction for classification of
high-dimensional image data",
        JOURNAL = PR,
        VOLUME = "53",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "73-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104585"}

@article{bb108234,
        AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
        TITLE = "Compact Representation of High-Dimensional Feature Vectors for
Large-Scale Image Recognition and Retrieval",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2407-2419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104586"}

@inproceedings{bb108235,
        AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
        TITLE = "Compact Representation for Image Classification:
To Choose or to Compress?",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "907-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104587"}

@article{bb108236,
        AUTHOR = "Taskin, G. and Kaya, H. and Bruzzone, L.",
        TITLE = "Feature Selection Based on High Dimensional Model Representation for
Hyperspectral Images",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2918-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104588"}

@article{bb108237,
        AUTHOR = "Taskin, G. and Crawford, M.M.",
        TITLE = "An Out-of-Sample Extension to Manifold Learning via Meta-Modeling",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5227-5237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104589"}

@article{bb108238,
        AUTHOR = "Du, B. and Zhang, Y.X. and Zhang, L.P. and Tao, D.",
        TITLE = "Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and
Statistics-Based Detector for Hyperspectral Images",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5345-5357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104590"}

@article{bb108239,
        AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P. and Wang, S.",
        TITLE = "A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance
Method for Hyperspectral Anomaly Detection",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1376-1389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104591"}

@article{bb108240,
        AUTHOR = "Du, B. and Zhang, M.F. and Zhang, L.F. and Hu, R.M. and Tao, D.C.",
        TITLE = "PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral
Images",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "67-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104592"}

@article{bb108241,
        AUTHOR = "Jimenez Rodriguez, L.O. and Arzuaga Cruz, E. and Velez Reyes, M.",
        TITLE = "Unsupervised Linear Feature-Extraction Methods and Their Effects in the
Classification of High-Dimensional Data",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "469-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104593"}

@article{bb108242,
        AUTHOR = "Serpico, S.B. and Moser, G.",
        TITLE = "Extraction of Spectral Channels From Hyperspectral Images for
Classification Purposes",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "484-495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104594"}

@article{bb108243,
        AUTHOR = "Guo, B.F. and Damper, R.I. and Gunn, S.R. and Nelson, J.D.B.",
        TITLE = "A fast separability-based feature-selection method for high-dimensional
remotely sensed image classification",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1670-1679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104595"}

@article{bb108244,
        AUTHOR = "Mojaradi, B. and Abrishami Moghaddam, H. and Valadan Zoej, M.J. and Duin, R.P.W.",
        TITLE = "Dimensionality Reduction of Hyperspectral Data via Spectral Feature
Extraction",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2091-2105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104596"}

@article{bb108245,
        AUTHOR = "Gheyas, I.A. and Smith, L.S.",
        TITLE = "Feature subset selection in large dimensionality domains",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "5-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104597"}

@article{bb108246,
        AUTHOR = "Ververidis, D. and Kotropoulos, C.",
        TITLE = "Information Loss of the Mahalanobis Distance in High Dimensions:
Application to Feature Selection",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2275-2281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104598"}

@inproceedings{bb108247,
        AUTHOR = "Haindl, M. and Somol, P. and Ververidis, D. and Kotropoulos, C.",
        TITLE = "Feature Selection Based on Mutual Correlation",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "569-577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104599"}

@article{bb108248,
        AUTHOR = "Yang, J.M. and Yu, P.T. and Kuo, B.C.",
        TITLE = "A Nonparametric Feature Extraction and Its Application to Nearest
Neighbor Classification for Hyperspectral Image Data",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1279-1293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104600"}

@article{bb108249,
        AUTHOR = "Yang, J.M. and Kuo, B.C. and Yu, P.T. and Chuang, C.H.",
        TITLE = "A Dynamic Subspace Method for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2840-2853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104601"}

@article{bb108250,
        AUTHOR = "Huang, H.Y. and Kuo, B.C.",
        TITLE = "Double Nearest Proportion Feature Extraction for Hyperspectral-Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4034-4046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104602"}

@article{bb108251,
        AUTHOR = "Cheng, Q.A. and Zhou, H.B. and Cheng, J.",
        TITLE = "The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature
Subset for Multiclass Classification with Applications to
High-Dimensional Data",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1217-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104603"}

@article{bb108252,
        AUTHOR = "Cheng, Q.A. and Zhou, H.B. and Cheng, J. and Li, H.",
        TITLE = "A Minimax Framework for Classification with Applications to Images
and High Dimensional Data",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2117-2130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104604"}

@article{bb108253,
        AUTHOR = "Farzam, M. and Beheshti, S.",
        TITLE = "Simultaneous Denoising and Intrinsic Order Selection in Hyperspectral
Imaging",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
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@article{bb108254,
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@article{bb108255,
        AUTHOR = "Bermejo, P. and Gamez, J.A. and Puerta, J.M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104607"}

@article{bb108256,
        AUTHOR = "Villa, A. and Benediktsson, J.A. and Chanussot, J. and Jutten, C.",
        TITLE = "Hyperspectral Image Classification With Independent Component
Discriminant Analysis",
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        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4865-4876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104608"}

@article{bb108257,
        AUTHOR = "Li, H. and Xiao, G.R. and Xia, T. and Tang, Y.Y. and Li, L.Q.",
        TITLE = "Hyperspectral Image Classification Using Functional Data Analysis",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1544-1555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104609"}

@article{bb108258,
        AUTHOR = "Ye, Z.J. and Chen, J.Q. and Li, H. and Wei, Y.T. and Xiao, G.R. and Benediktsson, J.A.",
        TITLE = "Supervised Functional Data Discriminant Analysis for Hyperspectral
Image Classification",
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        MONTH = "February",
        PAGES = "841-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104610"}

@article{bb108259,
        AUTHOR = "Villa, A. and Chanussot, J. and Benediktsson, J.A. and Jutten, C. and Dambreville, R.",
        TITLE = "Unsupervised methods for the classification of hyperspectral images
with low spatial resolution",
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        YEAR = "2013",
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        MONTH = "June",
        PAGES = "1556-1568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104611"}

@article{bb108260,
        AUTHOR = "Li, G.Z. and Zhao, R.W. and Qu, H.N. and You, M.Y.",
        TITLE = "Model selection for partial least squares based dimension reduction",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "524-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104612"}

@article{bb108261,
        AUTHOR = "Prasad, S. and Li, W. and Fowler, J.E. and Bruce, L.M.",
        TITLE = "Information Fusion in the Redundant-Wavelet-Transform Domain for
Noise-Robust Hyperspectral Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3474-3486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104613"}

@article{bb108262,
        AUTHOR = "Li, W. and Prasad, S. and Fowler, J.E.",
        TITLE = "Classification and Reconstruction From Random Projections for
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "833-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104614"}

@article{bb108263,
        AUTHOR = "Li, W. and Prasad, S. and Fowler, J.E.",
        TITLE = "Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3399-3411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104615"}

@article{bb108264,
        AUTHOR = "Chen, C. and Li, W. and Tramel, E.W. and Fowler, J.E.",
        TITLE = "Reconstruction of Hyperspectral Imagery From Random Projections Using
Multihypothesis Prediction",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "365-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104616"}

@article{bb108265,
        AUTHOR = "Li, W. and Tramel, E.W. and Prasad, S. and Fowler, J.E.",
        TITLE = "Nearest Regularized Subspace for Hyperspectral Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "477-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104617"}

@article{bb108266,
        AUTHOR = "Wang, G.T. and Song, Q.B. and Xu, B. and Zhou, Y.M.",
        TITLE = "Selecting feature subset for high dimensional data via the
propositional FOIL rules",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "199-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104618"}

@article{bb108267,
        AUTHOR = "Bonev, B. and Escolano, F. and Giorgi, D. and Biasotti, S.",
        TITLE = "Information-theoretic selection of high-dimensional spectral features
for structural recognition",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "214-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104619"}

@article{bb108268,
        AUTHOR = "Nouaouria, N. and Boukadoum, M. and Proulx, R.",
        TITLE = "Particle swarm classification: A survey and positioning",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2028-2044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104620"}

@article{bb108269,
        AUTHOR = "Cannas, L.M. and Dessi, N. and Pes, B.",
        TITLE = "Assessing similarity of feature selection techniques in
high-dimensional domains",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1446-1453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104621"}

@article{bb108270,
        AUTHOR = "Vinh, N.X. and Bailey, J.",
        TITLE = "Comments on supervised feature selection by clustering using
conditional mutual information-based distances",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1220-1225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104622"}

@article{bb108271,
        AUTHOR = "Cawse Nicholson, K. and Damelin, S.B. and Robin, A. and Sears, M.",
        TITLE = "Determining the Intrinsic Dimension of a Hyperspectral Image Using
Random Matrix Theory",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1301-1310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104623"}

@article{bb108272,
        AUTHOR = "Mahmood, A. and Robin, A. and Sears, M.",
        TITLE = "Modified Residual Method for the Estimation of Noise in Hyperspectral
Images",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1451-1460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104624"}

@article{bb108273,
        AUTHOR = "Jia, X.P. and Kuo, B.C. and Crawford, M.M.",
        TITLE = "Feature Mining for Hyperspectral Image Classification",
        JOURNAL = PIEEE,
        VOLUME = "100",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "676-697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104625"}

@article{bb108274,
        AUTHOR = "Liao, L. and Zhang, Y.N. and Maybank, S.J. and Liu, Z.F.",
        TITLE = "Intrinsic dimension estimation via nearest constrained subspace
classifier",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1485-1493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104626"}

@article{bb108275,
        AUTHOR = "Liao, L. and Zhang, Y. and Maybank, S.J. and Liu, Z.F. and Liu, X.",
        TITLE = "Image recognition via two-dimensional random projection and nearest
constrained subspace",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "1187-1198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104627"}

@article{bb108276,
        AUTHOR = "Liao, L. and Maybank, S.J.",
        TITLE = "Generalized Visual Information Analysis Via Tensorial Algebra",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "560-584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104628"}

@article{bb108277,
        AUTHOR = "Chang, C.I. and Xiong, W. and Wen, C.H.",
        TITLE = "A Theory of High-Order Statistics-Based Virtual Dimensionality for
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "188-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104629"}

@article{bb108278,
        AUTHOR = "Demarchi, L. and Canters, F. and Cariou, C. and Licciardi, G. and Chan, J.C.W.",
        TITLE = "Assessing the performance of two unsupervised dimensionality
reduction techniques on hyperspectral APEX data for high resolution
urban land-cover mapping",
        JOURNAL = PandRS,
        VOLUME = "87",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "166-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104630"}

@article{bb108279,
        AUTHOR = "Priem, F. and Canters, F.",
        TITLE = "Synergistic Use of LiDAR and APEX Hyperspectral Data for
High-Resolution Urban Land Cover Mapping",
        JOURNAL = RS,
        VOLUME = "8",
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        NUMBER = "10",
        PAGES = "787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104631"}

@article{bb108280,
        AUTHOR = "Lunga, D. and Prasad, S. and Crawford, M.M. and Ersoy, O.",
        TITLE = "Manifold-Learning-Based Feature Extraction for Classification of
Hyperspectral Data: A Review of Advances in Manifold Learning",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "55-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104632"}

@article{bb108281,
        AUTHOR = "Ren, H. and Wang, Y.L. and Huang, M.Y. and Chang, Y.L. and Kao, H.M.",
        TITLE = "Ensemble Empirical Mode Decomposition Parameters Optimization for
Spectral Distance Measurement in Hyperspectral Remote Sensing Data",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "2069-2083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104633"}

@article{bb108282,
        AUTHOR = "Zabalza, J. and Ren, J.C. and Yang, M.Q. and Zhang, Y. and Wang, J. and Marshall, S. and Han, J.W.",
        TITLE = "Novel Folded-PCA for improved feature extraction and data reduction
with hyperspectral imaging and SAR in remote sensing",
        JOURNAL = PandRS,
        VOLUME = "93",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "112-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104634"}

@article{bb108283,
        AUTHOR = "Lu, Q. and Huang, X. and Zhang, L.P.",
        TITLE = "A Novel Clustering-Based Feature Representation for the
Classification of Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "6",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "5732-5753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104635"}

@article{bb108284,
        AUTHOR = "Cheng, K.J. and Dill, J.",
        TITLE = "Lossless to Lossy Dual-Tree BEZW Compression for Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "5765-5770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104636"}

@article{bb108285,
        AUTHOR = "Pu, H. and Chen, Z. and Wang, B. and Jiang, G.",
        TITLE = "A Novel Spatial-Spectral Similarity Measure for Dimensionality
Reduction and Classification of Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7008-7022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104637"}

@article{bb108286,
        AUTHOR = "Ren, J. and Zabalza, J. and Marshall, S. and Zheng, J.",
        TITLE = "Effective Feature Extraction and Data Reduction in Remote Sensing
Using Hyperspectral Imaging",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "149-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104638"}

@article{bb108287,
        AUTHOR = "Tang, Y.Y. and Yuan, H.L. and Li, L.Q.",
        TITLE = "Manifold-Based Sparse Representation for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7606-7618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104639"}

@article{bb108288,
        AUTHOR = "Hu, S.X. and Xu, C.H. and Peng, J.T. and Xu, Y. and Tian, L.",
        TITLE = "Weighted Kernel joint sparse representation for hyperspectral image
classification",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "254-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104640"}

@article{bb108289,
        AUTHOR = "Zhou, Y.C. and Peng, J.T. and Chen, C.L.P.",
        TITLE = "Dimension Reduction Using Spatial and Spectral Regularized Local
Discriminant Embedding for Hyperspectral Image Classification",
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        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1082-1095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104641"}

@article{bb108290,
        AUTHOR = "Peng, J.T. and Zhou, Y.C. and Chen, C.L.P.",
        TITLE = "Region-Kernel-Based Support Vector Machines for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4810-4824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104642"}

@article{bb108291,
        AUTHOR = "Peng, J.T. and Du, Q.",
        TITLE = "Robust Joint Sparse Representation Based on Maximum Correntropy
Criterion for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "7152-7164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104643"}

@article{bb108292,
        AUTHOR = "Bian, X.Y. and Chen, C. and Xu, Y. and Du, Q.",
        TITLE = "Robust Hyperspectral Image Classification by Multi-Layer
Spatial-Spectral Sparse Representations",
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        NUMBER = "12",
        PAGES = "985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104644"}

@article{bb108293,
        AUTHOR = "Pan, L. and Li, H.C. and Ni, J. and Chen, C. and Chen, X.D. and Du, Q.",
        TITLE = "GPU-based fast hyperspectral image classification using joint sparse
representation with spectral consistency constraint",
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        YEAR = "2018",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "463-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104645"}

@article{bb108294,
        AUTHOR = "Hu, S.X. and Peng, J.T. and Fu, Y.X. and Li, L.Q.",
        TITLE = "Kernel Joint Sparse Representation Based on Self-Paced Learning for
Hyperspectral Image Classification",
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        VOLUME = "11",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104646"}

@article{bb108295,
        AUTHOR = "Tang, Y.Y. and Lu, Y. and Yuan, H.L.",
        TITLE = "Hyperspectral Image Classification Based on Three-Dimensional
Scattering Wavelet Transform",
        JOURNAL = GeoRS,
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        MONTH = "May",
        PAGES = "2467-2480",
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@article{bb108296,
        AUTHOR = "Luo, H.W. and Tang, Y.Y. and Wang, Y.L. and Wang, J.Z. and Yang, L. and Li, C.L. and Hu, T.B.",
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One-Dimensional Manifold Embedding",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "5319-5340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104648"}

@article{bb108297,
        AUTHOR = "Yuan, H. and Tang, Y.Y.",
        TITLE = "Spectral-Spatial Shared Linear Regression for Hyperspectral Image
Classification",
        JOURNAL = Cyber,
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        NUMBER = "4",
        MONTH = "April",
        PAGES = "934-945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104649"}

@inproceedings{bb108298,
        AUTHOR = "Luo, H.W. and Wang, Y.L. and Tang, Y.Y. and Li, C.L. and Wang, J.Z.",
        TITLE = "Hyperspectral image classification using distance metric based
1-dimensional manifold embedding",
        BOOKTITLE = ICWAPR16,
        YEAR = "2016",
        PAGES = "247-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104650"}

@article{bb108299,
        AUTHOR = "Ye, Z.J. and Li, H. and Song, Y.L. and Benediktsson, J.A. and Tang, Y.Y.",
        TITLE = "Hyperspectral Image Classification Using Principal Components-Based
Smooth Ordering and Multiple 1-D Interpolation",
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        PAGES = "1199-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104651"}

Last update:Jan 17, 2021 at 16:22:28