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        TITLE = "Tensor Based Multiscale Low Rank Decomposition for Hyperspectral
Images Dimensionality Reduction",
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        AUTHOR = "Jiang, J.J. and Ma, J.Y. and Chen, C. and Wang, Z.Y. and Cai, Z.H. and Wang, L.Z.",
        TITLE = "SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature
Extraction of Hyperspectral Imagery",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110609"}

@article{bb114355,
        AUTHOR = "Zhang, X. and Jiang, X.W. and Jiang, J.J. and Zhang, Y.S. and Liu, X.B. and Cai, Z.H.",
        TITLE = "Spectral-Spatial and Superpixelwise PCA for Unsupervised Feature
Extraction of Hyperspectral Imagery",
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        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110610"}

@article{bb114356,
        AUTHOR = "Gonzalez, C. and Lopez, S. and Mozos, D. and Sarmiento, R.",
        TITLE = "A novel FPGA-based architecture for the estimation of the virtual
dimensionality in remotely sensed hyperspectral images",
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        YEAR = "2018",
        NUMBER = "2",
        MONTH = "August",
        PAGES = "297-308",
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@article{bb114357,
        AUTHOR = "Wang, Q. and He, X. and Li, X.L.",
        TITLE = "Locality and Structure Regularized Low Rank Representation for
Hyperspectral Image Classification",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "911-923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110612"}

@article{bb114358,
        AUTHOR = "Peng, J. and Sun, W. and Du, Q.",
        TITLE = "Self-Paced Joint Sparse Representation for the Classification of
Hyperspectral Images",
        JOURNAL = GeoRS,
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        PAGES = "1183-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110613"}

@article{bb114359,
        AUTHOR = "Jiang, X.W. and Song, X. and Zhang, Y.S. and Jiang, J.J. and Gao, J.B. and Cai, Z.H.",
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Discriminant Analysis of Hyperspectral Imagery",
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@article{bb114360,
        AUTHOR = "Shamsolmoali, P. and Zareapoor, M. and Yang, J.",
        TITLE = "Convolutional Neural Network in Network (CNNiN):
Hyperspectral Image Classification and Dimensionality Reduction",
        JOURNAL = IET-IPR,
        VOLUME = "13",
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        NUMBER = "2",
        MONTH = "February",
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@article{bb114361,
        AUTHOR = "Chen, W.Z. and Yang, Z.J. and Cao, F.X. and Yan, Y.J. and Wang, M.L. and Qing, C.M. and Cheng, Y.Q.",
        TITLE = "Dimensionality reduction based on determinantal point process and
singular spectrum analysis for hyperspectral images",
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        VOLUME = "13",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "299-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110616"}

@article{bb114362,
        AUTHOR = "Jiang, B. and Ding, C. and Tang, J. and Luo, B.",
        TITLE = "Image Representation and Learning With Graph-Laplacian Tucker Tensor
Decomposition",
        JOURNAL = Cyber,
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        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110617"}

@inproceedings{bb114363,
        AUTHOR = "Zhang, M. and Ding, C.",
        TITLE = "Robust Tucker Tensor Decomposition for Effective Image Representation",
        BOOKTITLE = ICCV13,
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@article{bb114364,
        AUTHOR = "Ahmadi, S.A. and Mehrshad, N. and Razavi, S.M.",
        TITLE = "Supervised feature extraction method based on low-rank representation
with preserving local pairwise constraints for hyperspectral images",
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        VOLUME = "13",
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        NUMBER = "3",
        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110619"}

@article{bb114365,
        AUTHOR = "Zhang, M. and Gong, M. and Mao, Y. and Li, J. and Wu, Y.",
        TITLE = "Unsupervised Feature Extraction in Hyperspectral Images Based on
Wasserstein Generative Adversarial Network",
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        NUMBER = "5",
        MONTH = "May",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110620"}

@article{bb114366,
        AUTHOR = "Berman, M.",
        TITLE = "Improved Estimation of the Intrinsic Dimension of a Hyperspectral
Image Using Random Matrix Theory",
        JOURNAL = RS,
        VOLUME = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110621"}

@article{bb114367,
        AUTHOR = "Mohanty, R. and Happy, S.L. and Routray, A.",
        TITLE = "A Semisupervised Spatial Spectral Regularized Manifold Local Scaling
Cut With HGF for Dimensionality Reduction of Hyperspectral Images",
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        VOLUME = "57",
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "3423-3435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110622"}

@article{bb114368,
        AUTHOR = "Zhang, L. and Su, H.J. and Shen, J.W.",
        TITLE = "Hyperspectral Dimensionality Reduction Based on Multiscale
Superpixelwise Kernel Principal Component Analysis",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110623"}

@article{bb114369,
        AUTHOR = "An, J.L. and Song, Y.Z. and Guo, Y. and Ma, X.X. and Zhang, X.R.",
        TITLE = "Tensor Discriminant Analysis via Compact Feature Representation for
Hyperspectral Images Dimensionality Reduction",
        JOURNAL = RS,
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        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110624"}

@article{bb114370,
        AUTHOR = "Fernandez, D. and Gonzalez, C. and Mozos, D. and Lopez, S.",
        TITLE = "FPGA implementation of the principal component analysis algorithm for
dimensionality reduction of hyperspectral images",
        JOURNAL = RealTimeIP,
        VOLUME = "16",
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        NUMBER = "5",
        MONTH = "October",
        PAGES = "1395-1406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110625"}

@article{bb114371,
        AUTHOR = "Inamdar, D. and Kalacska, M. and Leblanc, G. and Arroyo Mora, J.P.",
        TITLE = "Characterizing and Mitigating Sensor Generated Spatial Correlations
in Airborne Hyperspectral Imaging Data",
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        VOLUME = "12",
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        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110626"}

@article{bb114372,
        AUTHOR = "Ren, J. and Wang, R.X. and Liu, G. and Feng, R. and Wang, Y.N. and Wu, W.",
        TITLE = "Partitioned Relief-F Method for Dimensionality Reduction of
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "12",
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110627"}

@article{bb114373,
        AUTHOR = "Zhao, B. and Ulfarsson, M.O. and Sveinsson, J.R. and Chanussot, J.",
        TITLE = "Unsupervised and Supervised Feature Extraction Methods for
Hyperspectral Images Based on Mixtures of Factor Analyzers",
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        VOLUME = "12",
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110628"}

@article{bb114374,
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Cosine Algorithm",
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        MONTH = "May",
        PAGES = "3601-3618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110629"}

@article{bb114375,
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        TITLE = "Modified eigenvector-based feature extraction for hyperspectral image
classification using limited samples",
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        NUMBER = "4",
        MONTH = "June",
        PAGES = "711-717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110630"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110631"}

@article{bb114377,
        AUTHOR = "Huang, H. and Li, Z.Y. and He, H.B. and Duan, Y. and Yang, S.",
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from hyperspectral imagery",
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Reduce Hyperspectral Images Without Ground Truth",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110633"}

@inproceedings{bb114379,
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Hyperspectral Images on Cloud Computing Architectures",
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Method for Hyperspectral Images",
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@article{bb114383,
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classification",
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@inproceedings{bb114384,
        AUTHOR = "Sharma, S. and Goel, A. and Gune, O. and Banerjee, B. and Chaudhuri, S.",
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@article{bb114385,
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Dimensionality Reduction",
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@article{bb114386,
        AUTHOR = "Li, N. and Zhou, D. and Shi, J. and Wu, T. and Gong, M.",
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Images Dimensionality Reduction",
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@article{bb114387,
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT110642"}

@article{bb114388,
        AUTHOR = "Xue, T. and Wang, Y.M. and Chen, Y.W. and Jia, J.X. and Wen, M.X. and Guo, R. and Wu, T.X. and Deng, X.",
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@article{bb114389,
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@inproceedings{bb114390,
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Techniques for Hyperspectral Images",
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@inproceedings{bb114391,
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@inproceedings{bb114392,
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Hyperspectral Image Classification",
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@inproceedings{bb114393,
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@inproceedings{bb114394,
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@inproceedings{bb114395,
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@inproceedings{bb114396,
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@inproceedings{bb114397,
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@inproceedings{bb114398,
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@inproceedings{bb114399,
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