@article{bb130300,
        AUTHOR = "Li, X. and Zhang, L.P. and Du, B. and Zhang, L.F.",
        TITLE = "On Gleaning Knowledge From Cross Domains by Sparse Subspace
Correlation Analysis for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3204-3220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126358"}

@article{bb130301,
        AUTHOR = "Luo, F.L. and Huang, H. and Duan, Y. and Liu, J. and Liao, Y.H.",
        TITLE = "Local Geometric Structure Feature for Dimensionality Reduction of
Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126359"}

@article{bb130302,
        AUTHOR = "Huang, H. and Luo, F.L. and Liu, J. and Yang, Y.Q.",
        TITLE = "Dimensionality Reduction of Hyperspectral Images Based on Sparse
Discriminant Manifold Embedding",
        JOURNAL = PandRS,
        VOLUME = "106",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "42-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126360"}

@article{bb130303,
        AUTHOR = "Shi, G.Y. and Huang, H. and Liu, J. and Li, Z.Y. and Wang, L.H.",
        TITLE = "Spatial-Spectral Multiple Manifold Discriminant Analysis for
Dimensionality Reduction of Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126361"}

@article{bb130304,
        AUTHOR = "Huang, H. and Yang, M.",
        TITLE = "Dimensionality Reduction of Hyperspectral Images With Sparse
Discriminant Embedding",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5160-5169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126362"}

@article{bb130305,
        AUTHOR = "Huang, H. and Chen, M. and Duan, Y.",
        TITLE = "Dimensionality Reduction of Hyperspectral Image Using
Spatial-Spectral Regularized Sparse Hypergraph Embedding",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126363"}

@article{bb130306,
        AUTHOR = "Duan, Y. and Huang, H. and Tang, Y.X.",
        TITLE = "Local Constraint-Based Sparse Manifold Hypergraph Learning for
Dimensionality Reduction of Hyperspectral Image",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "613-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126364"}

@article{bb130307,
        AUTHOR = "Huang, H. and Li, Z.Y. and Pan, Y.S.",
        TITLE = "Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126365"}

@article{bb130308,
        AUTHOR = "Duan, Y. and Huang, H. and Li, Z.Y. and Tang, Y.X.",
        TITLE = "Local Manifold-Based Sparse Discriminant Learning for Feature
Extraction of Hyperspectral Image",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4021-4034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126366"}

@inproceedings{bb130309,
        AUTHOR = "Pan, Y.S. and Wu, J.Y. and Huang, H. and Liu, J.M.",
        TITLE = "Spectral Regression Discriminant Analysis for Hyperspectral Image
Classification",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B3:503-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126367"}

@article{bb130310,
        AUTHOR = "Huang, H. and Liu, J. and Pan, Y.S.",
        TITLE = "Semi-supervised Marginal Fisher Analysis for Hyperspectral Image
Classification",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-3",
        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "377-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126368"}

@article{bb130311,
        AUTHOR = "Shi, G.Y. and Luo, F.L. and Tang, Y.M. and Li, Y.",
        TITLE = "Dimensionality Reduction of Hyperspectral Image Based on Local
Constrained Manifold Structure Collaborative Preserving Embedding",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126369"}

@article{bb130312,
        AUTHOR = "Huang, H. and Shi, G.Y. and He, H.B. and Duan, Y. and Luo, F.L.",
        TITLE = "Dimensionality Reduction of Hyperspectral Imagery Based on
Spatial-Spectral Manifold Learning",
        JOURNAL = Cyber,
        VOLUME = "50",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2604-2616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126370"}

@article{bb130313,
        AUTHOR = "Huang, H. and Duan, Y. and He, H.B. and Shi, G.Y. and Luo, F.L.",
        TITLE = "Spatial-Spectral Local Discriminant Projection for Dimensionality
Reduction of Hyperspectral Image",
        JOURNAL = PandRS,
        VOLUME = "156",
        YEAR = "2019",
        PAGES = "77-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126371"}

@article{bb130314,
        AUTHOR = "Rivera Caicedo, J.P. and Verrelst, J. and Munoz Mari, J. and Camps Valls, G. and Moreno, J.",
        TITLE = "Hyperspectral dimensionality reduction for biophysical variable
statistical retrieval",
        JOURNAL = PandRS,
        VOLUME = "132",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "88-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126372"}

@article{bb130315,
        AUTHOR = "Wu, H. and Prasad, S.",
        TITLE = "Semi-supervised dimensionality reduction of hyperspectral imagery
using pseudo-labels",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "212-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126373"}

@article{bb130316,
        AUTHOR = "Wu, H. and Prasad, S.",
        TITLE = "Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral
Image Classification",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1259-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126374"}

@article{bb130317,
        AUTHOR = "Rocha, A.D. and Groen, T.A. and Skidmore, A.K. and Darvishzadeh, R. and Willemen, L.",
        TITLE = "The Naïve Overfitting Index Selection (NOIS): A new method to
optimize model complexity for hyperspectral data",
        JOURNAL = PandRS,
        VOLUME = "133",
        YEAR = "2017",
        NUMBER = "Supplement C",
        PAGES = "61-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126375"}

@article{bb130318,
        AUTHOR = "Lee, G.",
        TITLE = "Fast computation of the compressive hyperspectral imaging by using
alternating least squares methods",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "100-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126376"}

@article{bb130319,
        AUTHOR = "Lee, G.",
        TITLE = "An Efficient Compressive Hyperspectral Imaging Algorithm Based on
Sequential Computations of Alternating Least Squares",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126377"}

@article{bb130320,
        AUTHOR = "Qiao, T. and Yang, Z.J. and Ren, J.C. and Yuen, P. and Zhao, H.M. and Sun, G.Y. and Marshall, S. and Benediktsson, J.A.",
        TITLE = "Joint Bilateral Filtering and Spectral Similarity-Based Sparse
Representation: A Generic Framework for Effective Feature Extraction
and Data Classification in Hyperspectral Imaging",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "316-328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126378"}

@article{bb130321,
        AUTHOR = "Sun, H. and Ren, J.C. and Zhao, H.M. and Yan, Y.J. and Zabalza, J. and Marshall, S.",
        TITLE = "Superpixel based Feature Specific Sparse Representation for
Spectral-Spatial Classification of Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126379"}

@article{bb130322,
        AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.",
        TITLE = "Semi-Supervised Deep Learning Classification for Hyperspectral Image
Based on Dual-Strategy Sample Selection",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126380"}

@article{bb130323,
        AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.",
        TITLE = "Collaborative Learning of Lightweight Convolutional Neural Network
and Deep Clustering for Hyperspectral Image Semi-Supervised
Classification with Limited Training Samples",
        JOURNAL = PandRS,
        VOLUME = "161",
        YEAR = "2020",
        PAGES = "164-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126381"}

@article{bb130324,
        AUTHOR = "Liu, Q.C. and Xiao, L. and Yang, J.X. and Chan, J.C.W.",
        TITLE = "Content-Guided Convolutional Neural Network for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6124-6137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126382"}

@article{bb130325,
        AUTHOR = "Liu, Q.C. and Xiao, L. and Yang, J.X. and Wei, Z.H.",
        TITLE = "CNN-Enhanced Graph Convolutional Network With Pixel- and
Superpixel-Level Feature Fusion for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8657-8671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126383"}

@article{bb130326,
        AUTHOR = "Fang, B. and Li, Y. and Zhang, H.K. and Chan, J.C.W.",
        TITLE = "Hyperspectral Images Classification Based on Dense Convolutional
Networks with Spectral-Wise Attention Mechanism",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126384"}

@article{bb130327,
        AUTHOR = "Ding, C. and Li, Y. and Xia, Y. and Wei, W. and Zhang, L. and Zhang, Y.N.",
        TITLE = "Convolutional Neural Networks Based Hyperspectral Image
Classification Method with Adaptive Kernels",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126385"}

@article{bb130328,
        AUTHOR = "Li, Y. and Zhang, H.K. and Shen, Q.A.",
        TITLE = "Spectral-Spatial Classification of Hyperspectral Imagery with 3D
Convolutional Neural Network",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126386"}

@article{bb130329,
        AUTHOR = "Jiang, Y.N. and Li, Y. and Zou, S.R. and Zhang, H.K. and Bai, Y.P.",
        TITLE = "Hyperspectral Image Classification With Spatial Consistence Using
Fully Convolutional Spatial Propagation Network",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10425-10437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126387"}

@article{bb130330,
        AUTHOR = "Ding, C. and Li, Y. and Xia, Y. and Zhang, L. and Zhang, Y.N.",
        TITLE = "Automatic Kernel Size Determination for Deep Neural Networks Based
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126388"}

@article{bb130331,
        AUTHOR = "Mei, S.H. and Hou, J.H. and Chen, J. and Chau, L.P. and Du, Q.",
        TITLE = "Simultaneous Spatial and Spectral Low-Rank Representation of
Hyperspectral Images for Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2872-2886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126389"}

@article{bb130332,
        AUTHOR = "Yang, S.J. and Hou, J.H. and Jia, Y.H. and Mei, S.H. and Du, Q.",
        TITLE = "Superpixel-Guided Discriminative Low-Rank Representation of
Hyperspectral Images for Classification",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8823-8835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126390"}

@article{bb130333,
        AUTHOR = "Torti, E. and Fontanella, A. and Plaza, A.",
        TITLE = "Parallel real-time virtual dimensionality estimation for hyperspectral
images",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "753-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126391"}

@article{bb130334,
        AUTHOR = "Martel, E. and Lazcano, R. and Lopez, J. and Madronal, D. and Salvador, R. and Lopez, S. and Juarez, E. and Guerra, R. and Sanz, C. and Sarmiento, R.",
        TITLE = "Implementation of the Principal Component Analysis onto
High-Performance Computer Facilities for Hyperspectral Dimensionality
Reduction: Results and Comparisons",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126392"}

@article{bb130335,
        AUTHOR = "Zhang, W.Q. and Li, X.R. and Zhao, L.Y.",
        TITLE = "Discovering the Representative Subset with Low Redundancy for
Hyperspectral Feature Selection",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126393"}

@article{bb130336,
        AUTHOR = "An, J.L. and Zhang, X.R. and Zhou, H.Y. and Jiao, L.C.",
        TITLE = "Tensor-Based Low-Rank Graph With Multimanifold Regularization for
Dimensionality Reduction of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4731-4746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126394"}

@article{bb130337,
        AUTHOR = "An, J.L. and Lei, J.H. and Song, Y.Z. and Zhang, X.R. and Guo, J.",
        TITLE = "Tensor Based Multiscale Low Rank Decomposition for Hyperspectral
Images Dimensionality Reduction",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126395"}

@article{bb130338,
        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",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4581-4593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126396"}

@article{bb130339,
        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",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126397"}

@article{bb130340,
        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",
        JOURNAL = RealTimeIP,
        VOLUME = "15",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "August",
        PAGES = "297-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126398"}

@article{bb130341,
        AUTHOR = "Wang, Q. and He, X. and Li, X.L.",
        TITLE = "Locality and Structure Regularized Low Rank Representation for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "911-923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126399"}

@article{bb130342,
        AUTHOR = "Peng, J. and Sun, W. and Du, Q.",
        TITLE = "Self-Paced Joint Sparse Representation for the Classification of
Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1183-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126400"}

@article{bb130343,
        AUTHOR = "Jiang, X.W. and Song, X. and Zhang, Y.S. and Jiang, J.J. and Gao, J.B. and Cai, Z.H.",
        TITLE = "Laplacian Regularized Spatial-Aware Collaborative Graph for
Discriminant Analysis of Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126401"}

@article{bb130344,
        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",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "246-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126402"}

@article{bb130345,
        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",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "299-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126403"}

@article{bb130346,
        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,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126404"}

@inproceedings{bb130347,
        AUTHOR = "Zhang, M. and Ding, C.",
        TITLE = "Robust Tucker Tensor Decomposition for Effective Image Representation",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2448-2455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126405"}

@article{bb130348,
        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",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "583-590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126406"}

@article{bb130349,
        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",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2669-2688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126407"}

@article{bb130350,
        AUTHOR = "Berman, M.",
        TITLE = "Improved Estimation of the Intrinsic Dimension of a Hyperspectral
Image Using Random Matrix Theory",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126408"}

@article{bb130351,
        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",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3423-3435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126409"}

@article{bb130352,
        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#TT126410"}

@article{bb130353,
        AUTHOR = "An, J.L. and Song, Y.Z. and Guo, Y.W. and Ma, X.X. and Zhang, X.R.",
        TITLE = "Tensor Discriminant Analysis via Compact Feature Representation for
Hyperspectral Images Dimensionality Reduction",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126411"}

@article{bb130354,
        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",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1395-1406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126412"}

@article{bb130355,
        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",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126413"}

@article{bb130356,
        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",
        YEAR = "2020",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126414"}

@article{bb130357,
        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",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126415"}

@article{bb130358,
        AUTHOR = "Wan, Y. and Ma, A. and Zhong, Y. and Hu, X. and Zhang, L.",
        TITLE = "Multiobjective Hyperspectral Feature Selection Based on Discrete Sine
Cosine Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3601-3618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126416"}

@article{bb130359,
        AUTHOR = "Wang, W.N. and Mou, X.Q. and Liu, X.B.",
        TITLE = "Modified eigenvector-based feature extraction for hyperspectral image
classification using limited samples",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "711-717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126417"}

@article{bb130360,
        AUTHOR = "Albarracin, J.F.H. and Oliveira, R.S. and Hirota, M. and dos Santos, J.A. and da Silva Torres, R.",
        TITLE = "A Soft Computing Approach for Selecting and Combining Spectral Bands",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126418"}

@article{bb130361,
        AUTHOR = "Huang, H. and Li, Z.Y. and He, H.B. and Duan, Y. and Yang, S.",
        TITLE = "Self-adaptive manifold discriminant analysis for feature extraction
from hyperspectral imagery",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126419"}

@article{bb130362,
        AUTHOR = "Zaatour, R. and Bouzidi, S. and Zagrouba, E.",
        TITLE = "Unsupervised Image-Adapted Local Fisher Discriminant Analysis to
Reduce Hyperspectral Images Without Ground Truth",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7931-7941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126420"}

@inproceedings{bb130363,
        AUTHOR = "Zaatour, R. and Bouzidi, S. and Zagrouba, E.",
        TITLE = "Parallel and Distributed Local Fisher Discriminant Analysis to Reduce
Hyperspectral Images on Cloud Computing Architectures",
        BOOKTITLE = ACIVS18,
        YEAR = "2018",
        PAGES = "245-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126421"}

@article{bb130364,
        AUTHOR = "Zhang, M.H. and Gao, Y.S. and Sun, C.M. and Blumenstein, M.",
        TITLE = "Robust Tensor Decomposition for Image Representation Based on
Generalized Correntropy",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "150-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126422"}

@article{bb130365,
        AUTHOR = "Su, S.Z. and Fang, X.J. and Yang, G.M. and Ge, B. and Zheng, P.",
        TITLE = "Clustering adaptive canonical correlations for high-dimensional
multi-modal data",
        JOURNAL = JVCIR,
        VOLUME = "71",
        YEAR = "2020",
        PAGES = "102815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126423"}

@article{bb130366,
        AUTHOR = "Yu, W. and Zhang, M. and Shen, Y.",
        TITLE = "Spatial Revising Variational Autoencoder-Based Feature Extraction
Method for Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1410-1423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126424"}

@article{bb130367,
        AUTHOR = "Pande, S. and Banerjee, B.",
        TITLE = "Adaptive hybrid attention network for hyperspectral image
classification",
        JOURNAL = PRL,
        VOLUME = "144",
        YEAR = "2021",
        PAGES = "6-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126425"}

@inproceedings{bb130368,
        AUTHOR = "Sharma, S. and Goel, A. and Gune, O. and Banerjee, B. and Chaudhuri, S.",
        TITLE = "Class Specific Coders for Hyper-Spectral Image Classification",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3304-3308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126426"}

@article{bb130369,
        AUTHOR = "Li, N. and Zhou, D. and Shi, J. and Zhang, M.Y. and Wu, T. and Gong, M.",
        TITLE = "Deep Fully Convolutional Embedding Networks for Hyperspectral Images
Dimensionality Reduction",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126427"}

@article{bb130370,
        AUTHOR = "Li, N. and Zhou, D. and Shi, J. and Wu, T. and Gong, M.",
        TITLE = "Spectral-Locational-Spatial Manifold Learning for Hyperspectral
Images Dimensionality Reduction",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126428"}

@article{bb130371,
        AUTHOR = "Hong, D.F. and Yokoya, N. and Chanussot, J. and Xu, J. and Zhu, X.X.",
        TITLE = "Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral
Manifold Alignment for Semisupervised Hyperspectral Dimensionality
Reduction",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3602-3615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126429"}

@article{bb130372,
        AUTHOR = "Xue, T.R. 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.",
        TITLE = "Mixed Noise Estimation Model for Optimized Kernel Minimum Noise
Fraction Transformation in Hyperspectral Image Dimensionality
Reduction",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126430"}

@article{bb130373,
        AUTHOR = "Xue, T.R. and Wang, Y.M. and Deng, X.",
        TITLE = "A Novel Method for Fast Kernel Minimum Noise Fraction Transformation
in Hyperspectral Image Dimensionality Reduction",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126431"}

@article{bb130374,
        AUTHOR = "Morales, G. and Sheppard, J.W. and Logan, R.D. and Shaw, J.A.",
        TITLE = "Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy
Analysis and Greedy Spectral Selection",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126432"}

@article{bb130375,
        AUTHOR = "Liu, H. and Jia, Y.H. and Hou, J.H. and Zhang, Q.F.",
        TITLE = "Global-Local Balanced Low-Rank Approximation of Hyperspectral Images
for Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2013-2024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126433"}

@article{bb130376,
        AUTHOR = "Li, H. and Cui, J. and Zhang, X. and Han, Y.Q. and Cao, L.Y.",
        TITLE = "Dimensionality Reduction and Classification of Hyperspectral Remote
Sensing Image Feature Extraction",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126434"}

@article{bb130377,
        AUTHOR = "AL Alimi, D. and Al qaness, M.A.A. and Cai, Z.H. and Alawamy, E.A.",
        TITLE = "IDA: Improving distribution analysis for reducing data complexity and
dimensionality in hyperspectral images",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126435"}

@article{bb130378,
        AUTHOR = "Islam, M.R. and Siddiqa, A. and Afjal, M.I. and Uddin, M.P. and Ulhaq, A.",
        TITLE = "Hyperspectral Image Classification via Information Theoretic
Dimension Reduction",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126436"}

@article{bb130379,
        AUTHOR = "Liu, Q.Y. and Xue, D.L. and Tang, Y.H. and Zhao, Y.X. and Ren, J.C. and Sun, H.",
        TITLE = "PSSA: PCA-Domain Superpixelwise Singular Spectral Analysis for
Unsupervised Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126437"}

@article{bb130380,
        AUTHOR = "Fei, X. and Wu, S. and Miao, J.Y. and Wang, G. and Sun, L.",
        TITLE = "Lightweight-VGG: A Fast Deep Learning Architecture Based on
Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral
Image Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126438"}

@inproceedings{bb130381,
        AUTHOR = "Liu, D. and Chen, X. and Ma, C. and Liu, X.",
        TITLE = "Hyperspherical Quantization: Toward Smaller and More Accurate Models",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5251-5261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126439"}

@inproceedings{bb130382,
        AUTHOR = "Alkhatib, M.Q. and Al Saad, M. and Aburaed, N. and Mansoori, S.A. and Ahmad, H.A.",
        TITLE = "Dimensionality Reduction Techniques with Hydranet Framework for HSI
Classification",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3151-3155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126440"}

@inproceedings{bb130383,
        AUTHOR = "Myasnikov, E.",
        TITLE = "Evaluation of Spectral Similarity Measures and Dimensionality Reduction
Techniques for Hyperspectral Images",
        BOOKTITLE = IMTA20,
        YEAR = "2020",
        PAGES = "289-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126441"}

@inproceedings{bb130384,
        AUTHOR = "Cohen, L. and Almog, O. and Shoshany, M.",
        TITLE = "Improving Classification of Multispectral Images Based on Selected
Relations",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:377-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126442"}

@inproceedings{bb130385,
        AUTHOR = "Ayma, V.H. and Ayma, V.A. and Gutierrez, J.",
        TITLE = "Dimensionality Reduction Via An Orthogonal Autoencoder Approach For
Hyperspectral Image Classification",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:357-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126443"}

@inproceedings{bb130386,
        AUTHOR = "Deepa, C. and Shetty, A. and Narasimhadhan, A.V.",
        TITLE = "Quality Assessment of Dimensionality Reduction Techniques On
Hyperspectral Data: A Neural Network Based Approach",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:389-394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126444"}

@inproceedings{bb130387,
        AUTHOR = "Alizadeh Moghaddam, S.H. and Mokhtarzade, M. and Alizadeh Moghaddam, S.A.",
        TITLE = "A New Multiple Classifier System Based on a PSO Algorithm for The
Classification of Hyperspectral Images",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "71-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126445"}

@inproceedings{bb130388,
        AUTHOR = "Li, J.M. and Chen, F.J. and Yang, D.Y.",
        TITLE = "Generative Band Feature Enhancement for Hyperspectral Image
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1918-1923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126446"}

@inproceedings{bb130389,
        AUTHOR = "Louis, M. and Charlier, B. and Durrleman, S.",
        TITLE = "Geodesic Discriminant Analysis for Manifold-Valued Data",
        BOOKTITLE = Diff-CVML18,
        YEAR = "2018",
        PAGES = "445-4458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126447"}

@inproceedings{bb130390,
        AUTHOR = "Pande, S. and Banerjee, B. and Pizurica, A.",
        TITLE = "Class Reconstruction Driven Adversarial Domain Adaptation for
Hyperspectral Image Classification",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:472-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126448"}

@inproceedings{bb130391,
        AUTHOR = "Tanji, K. and Imiya, A. and Itoh, H. and Kuze, H. and Manago, N.",
        TITLE = "Linear Data Compression of Hyperspectral Images",
        BOOKTITLE = CVPV17,
        YEAR = "2017",
        PAGES = "3001-3007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126449"}

@inproceedings{bb130392,
        AUTHOR = "Alasvand, Z. and Naderan, M. and Akbarizadeh, G.",
        TITLE = "Superpixel-based feature learning for joint sparse representation of
hyperspectral images",
        BOOKTITLE = IPRIA17,
        YEAR = "2017",
        PAGES = "156-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126450"}

@inproceedings{bb130393,
        AUTHOR = "Boyarski, A. and Bronstein, A.M. and Bronstein, M.M.",
        TITLE = "Subspace Least Squares Multidimensional Scaling",
        BOOKTITLE = SSVM17,
        YEAR = "2017",
        PAGES = "681-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126451"}

@inproceedings{bb130394,
        AUTHOR = "Hirakawa, K.",
        TITLE = "Fourier Multispectral Imaging:
Measuring Spectra, One Sinusoid at a Time",
        BOOKTITLE = CCIW17,
        YEAR = "2017",
        PAGES = "3-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126452"}

@inproceedings{bb130395,
        AUTHOR = "Raytchev, B. and Katamoto, Y. and Koujiba, M. and Tamaki, T. and Kaneda, K.",
        TITLE = "Ensemble-based local learning for high-dimensional data regression",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2640-2645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126453"}

@inproceedings{bb130396,
        AUTHOR = "Aghagolzadeh, M. and Radha, H.",
        TITLE = "Hyperspectral material classification under monochromatic and
trichromatic sampling rates",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2192-2196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126454"}

@inproceedings{bb130397,
        AUTHOR = "Ke, T.W. and Liu, T.L.",
        TITLE = "Recursive reduction net for large-scale high-dimensional data",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1903-1907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126455"}

@inproceedings{bb130398,
        AUTHOR = "Myasnikov, E.",
        TITLE = "Embedding Spatial Context into Spectral Angle Based Nonlinear Mapping
for Hyperspectral Image Analysis",
        BOOKTITLE = ICCVG18,
        YEAR = "2018",
        PAGES = "263-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126456"}

@inproceedings{bb130399,
        AUTHOR = "Myasnikov, E.",
        TITLE = "Exploiting Spatial Context in Nonlinear Mapping of Hyperspectral Image
Data",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "II:180-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT126457"}

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