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@article{bb108302,
        AUTHOR = "Guccione, P. and Mascolo, L. and Appice, A.",
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Relational Features",
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@article{bb108303,
        AUTHOR = "Imani, M. and Ghassemian, H.",
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reduction",
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@article{bb108304,
        AUTHOR = "Imani, M. and Ghassemian, H.",
        TITLE = "Morphology-based structure-preserving projection for spectral-spatial
feature extraction and classification of hyperspectral data",
        JOURNAL = IET-IPR,
        VOLUME = "13",
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        NUMBER = "2",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104656"}

@inproceedings{bb108305,
        AUTHOR = "Dowlatshah, M. and Ghassemian, H. and Imani, M.",
        TITLE = "Spatial-spectral Morphological Feature Extraction for Hyperspectral
Images Classification",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
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@article{bb108306,
        AUTHOR = "Imani, M. and Ghassemian, H.",
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multispectral and hyperspectral data",
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@article{bb108307,
        AUTHOR = "Zabalza, J. and Ren, J.C. and Zheng, J.B. and Han, J.W. and Zhao, H.M. and Li, S.T. and Marshall, S.",
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Feature Extraction and Data Classification in Hyperspectral Imaging",
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        MONTH = "August",
        PAGES = "4418-4433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104659"}

@article{bb108308,
        AUTHOR = "Guan, L.X. and Xie, W.X. and Pei, J.H.",
        TITLE = "Segmented minimum noise fraction transformation for efficient feature
extraction of hyperspectral images",
        JOURNAL = PR,
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        YEAR = "2015",
        NUMBER = "10",
        PAGES = "3216-3226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104660"}

@article{bb108309,
        AUTHOR = "Long, Y. and Li, H.C. and Celik, T. and Longbotham, N. and Emery, W.J.",
        TITLE = "Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with
Double Mappings for Hyperspectral Image Visualization",
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        NUMBER = "6",
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@article{bb108310,
        AUTHOR = "Wang, H.R. and Celik, T.",
        TITLE = "Sparse representation-based hyperspectral image classification",
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@article{bb108311,
        AUTHOR = "Yang, S.Y. and Wang, M. and Li, P. and Jin, L. and Wu, B. and Jiao, L.C.",
        TITLE = "Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear
Compressed Sensing",
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        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5943-5957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104663"}

@article{bb108312,
        AUTHOR = "Sumarsono, A. and Du, Q.",
        TITLE = "Low-Rank Subspace Representation for Estimating the Number of Signal
Subspaces in Hyperspectral Imagery",
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "6286-6292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104664"}

@article{bb108313,
        AUTHOR = "Falco, N. and Benediktsson, J.A. and Bruzzone, L.",
        TITLE = "Spectral and Spatial Classification of Hyperspectral Images Based on
ICA and Reduced Morphological Attribute Profiles",
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        MONTH = "November",
        PAGES = "6223-6240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104665"}

@article{bb108314,
        AUTHOR = "Bhardwaj, K. and Patra, S. and Bruzzone, L.",
        TITLE = "Threshold-Free Attribute Profile for Classification of Hyperspectral
Images",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "7731-7742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104666"}

@article{bb108315,
        AUTHOR = "Chen, Y.N. and Hsieh, C.T. and Wen, M.G. and Han, C.C. and Fan, K.C.",
        TITLE = "A Dimension Reduction Framework for HSI Classification Using Fuzzy
and Kernel NFLE Transformation",
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104667"}

@article{bb108316,
        AUTHOR = "Hang, R. and Liu, Q. and Song, H. and Sun, Y.",
        TITLE = "Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image
Spatial-Spectral Feature Fusion",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "783-794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104668"}

@article{bb108317,
        AUTHOR = "Peng, J.T. and Luo, T.",
        TITLE = "Sparse matrix transform-based linear discriminant analysis for
hyperspectral image classification",
        JOURNAL = SIViP,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "761-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104669"}

@article{bb108318,
        AUTHOR = "Veganzones, M.A. and Cohen, J.E. and Cabral Farias, R. and Chanussot, J. and Comon, P.",
        TITLE = "Nonnegative Tensor CP Decomposition of Hyperspectral Data",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2577-2588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104670"}

@article{bb108319,
        AUTHOR = "Halimi, A. and Honeine, P. and Kharouf, M. and Richard, C. and Tourneret, J.Y.",
        TITLE = "Estimating the Intrinsic Dimension of Hyperspectral Images Using a
Noise-Whitened Eigengap Approach",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3811-3821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104671"}

@article{bb108320,
        AUTHOR = "Drumetz, L. and Veganzones, M.A. and Gomez, R.M. and Tochon, G. and Mura, M.D. and Licciardi, G.A. and Jutten, C. and Chanussot, J.",
        TITLE = "Hyperspectral Local Intrinsic Dimensionality",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4063-4078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104672"}

@article{bb108321,
        AUTHOR = "Xia, J.S. and Bombrun, L. and Adali, T. and Berthoumieu, Y. and Germain, C.",
        TITLE = "Spectral-Spatial Classification of Hyperspectral Images Using ICA and
Edge-Preserving Filter via an Ensemble Strategy",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4971-4982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104673"}

@inproceedings{bb108322,
        AUTHOR = "Xia, J.S. and Bombrun, L. and Berthoumieu, Y. and Germain, C.",
        TITLE = "Multiple features learning via rotation strategy",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2206-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104674"}

@article{bb108323,
        AUTHOR = "Luo, F. and Huang, H. and Ma, Z. and Liu, J.",
        TITLE = "Semisupervised Sparse Manifold Discriminative Analysis for Feature
Extraction of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6197-6211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104675"}

@article{bb108324,
        AUTHOR = "He, Z. and Li, J. and Liu, L. and Liu, K. and Zhuo, L.",
        TITLE = "Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral
Images for Class-Oriented Multitask Learning",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6625-6643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104676"}

@article{bb108325,
        AUTHOR = "He, Z. and Li, J. and Liu, K. and Liu, L. and Tao, H.",
        TITLE = "Kernel Low-Rank Multitask Learning in Variational Mode Decomposition
Domain for Multi-/Hyperspectral Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4193-4208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104677"}

@article{bb108326,
        AUTHOR = "He, Z. and Liu, L.",
        TITLE = "Robust multitask learning with three-dimensional empirical mode
decomposition-based features for hyperspectral classification",
        JOURNAL = PandRS,
        VOLUME = "121",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "11-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104678"}

@article{bb108327,
        AUTHOR = "Allab, K. and Labiod, L. and Nadif, M.",
        TITLE = "Multi-manifold matrix decomposition for data co-clustering",
        JOURNAL = PR,
        VOLUME = "64",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "386-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104679"}

@article{bb108328,
        AUTHOR = "Nadif, M. and Labiod, L. and Allab, K.",
        TITLE = "Multi-manifold matrix decomposition for data co-clustering",
        JOURNAL = PR,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "352-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104679"}

@article{bb108329,
        AUTHOR = "Ahlberg, J.",
        TITLE = "Optimizing Object, Atmosphere, and Sensor Parameters in Thermal
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "658-670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104680"}

@article{bb108330,
        AUTHOR = "Damodaran, B.B. and Courty, N. and Lefevre, S.",
        TITLE = "Sparse Hilbert Schmidt Independence Criterion and
Surrogate-Kernel-Based Feature Selection for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2385-2398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104681"}

@article{bb108331,
        AUTHOR = "Kemker, R. and Kanan, C.",
        TITLE = "Self-Taught Feature Learning for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2693-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104682"}

@article{bb108332,
        AUTHOR = "Dong, Y. and Du, B. and Zhang, L. and Zhang, L.",
        TITLE = "Dimensionality Reduction and Classification of Hyperspectral Images
Using Ensemble Discriminative Local Metric Learning",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2509-2524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104683"}

@article{bb108333,
        AUTHOR = "Sun, W.W. and Yang, G. and Du, B. and Zhang, L.F. and Zhang, L.P.",
        TITLE = "A Sparse and Low-Rank Near-Isometric Linear Embedding Method for
Feature Extraction in Hyperspectral Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4032-4046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104684"}

@article{bb108334,
        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#TT104685"}

@article{bb108335,
        AUTHOR = "Luo, F. 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#TT104686"}

@article{bb108336,
        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#TT104687"}

@article{bb108337,
        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#TT104688"}

@article{bb108338,
        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#TT104689"}

@article{bb108339,
        AUTHOR = "Rocha, A.D. and Groen, T.A. and Skidmore, A.K. and Darvishzadeh, R. and Willemen, L.",
        TITLE = "The Na´ve 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#TT104690"}

@article{bb108340,
        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#TT104691"}

@article{bb108341,
        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#TT104692"}

@article{bb108342,
        AUTHOR = "Qiao, T. and Yang, Z.J. and Ren, J.C. and Yuen, P. and Zhao, H.M. and Sun, G. 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#TT104693"}

@article{bb108343,
        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#TT104694"}

@article{bb108344,
        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#TT104695"}

@article{bb108345,
        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#TT104696"}

@article{bb108346,
        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#TT104697"}

@article{bb108347,
        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#TT104698"}

@article{bb108348,
        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,
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        YEAR = "2017",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104699"}

@article{bb108349,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104700"}

@article{bb108350,
        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#TT104701"}

@article{bb108351,
        AUTHOR = "Mei, S. and Hou, J. 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#TT104702"}

@article{bb108352,
        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",
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@article{bb108353,
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        TITLE = "Implementation of the Principal Component Analysis onto
High-Performance Computer Facilities for Hyperspectral Dimensionality
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@article{bb108354,
        AUTHOR = "Zhang, W.Q. and Li, X.R. and Zhao, L.Y.",
        TITLE = "Discovering the Representative Subset with Low Redundancy for
Hyperspectral Feature Selection",
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        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104705"}

@article{bb108355,
        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",
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        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4731-4746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104706"}

@article{bb108356,
        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#TT104707"}

@article{bb108357,
        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#TT104708"}

@article{bb108358,
        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#TT104709"}

@article{bb108359,
        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#TT104710"}

@article{bb108360,
        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#TT104711"}

@article{bb108361,
        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",
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        VOLUME = "11",
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        NUMBER = "1",
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@article{bb108362,
        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#TT104713"}

@article{bb108363,
        AUTHOR = "Chen, W. and Yang, Z. and Cao, F. and Yan, Y.J. and Wang, M. 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#TT104714"}

@article{bb108364,
        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",
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        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104715"}

@inproceedings{bb108365,
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@article{bb108366,
        AUTHOR = "Huang, H. and Li, Z.Y. and Pan, Y.S.",
        TITLE = "Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image
Classification",
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@inproceedings{bb108367,
        AUTHOR = "Pan, Y.S. and Wu, J.Y. and Huang, H. and Liu, J.M.",
        TITLE = "Spectral Regression Discriminant Analysis for Hyperspectral Image
Classification",
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        PAGES = "XXXIX-B3:503-508",
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@article{bb108368,
        AUTHOR = "Huang, H. and Liu, J. and Pan, Y.S.",
        TITLE = "Semi-supervised Marginal Fisher Analysis for Hyperspectral Image
Classification",
        JOURNAL = AnnalsPRS,
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        NUMBER = "2012",
        PAGES = "377-382",
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@article{bb108369,
        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#TT104720"}

@article{bb108370,
        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#TT104721"}

@article{bb108371,
        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#TT104722"}

@article{bb108372,
        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#TT104723"}

@article{bb108373,
        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#TT104724"}

@article{bb108374,
        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,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104725"}

@article{bb108375,
        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#TT104726"}

@article{bb108376,
        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#TT104727"}

@article{bb108377,
        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#TT104728"}

@article{bb108378,
        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#TT104729"}

@article{bb108379,
        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#TT104730"}

@article{bb108380,
        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#TT104731"}

@article{bb108381,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104732"}

@article{bb108382,
        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",
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        YEAR = "2020",
        PAGES = "107487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104733"}

@article{bb108383,
        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#TT104734"}

@inproceedings{bb108384,
        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#TT104735"}

@article{bb108385,
        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,
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        YEAR = "2021",
        PAGES = "150-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104736"}

@article{bb108386,
        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",
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        YEAR = "2020",
        PAGES = "102815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104737"}

@inproceedings{bb108387,
        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#TT104738"}

@inproceedings{bb108388,
        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#TT104739"}

@inproceedings{bb108389,
        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#TT104740"}

@inproceedings{bb108390,
        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",
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        YEAR = "2019",
        PAGES = "71-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104741"}

@inproceedings{bb108391,
        AUTHOR = "Li, J. and Chen, F. and Yang, D.",
        TITLE = "Generative Band Feature Enhancement for Hyperspectral Image
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1918-1923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104742"}

@inproceedings{bb108392,
        AUTHOR = "Louis, M. and Charlier, B. and Durrleman, S.",
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@inproceedings{bb108393,
        AUTHOR = "Pande, S. and Banerjee, B. and Pizurica, A.",
        TITLE = "Class Reconstruction Driven Adversarial Domain Adaptation for
Hyperspectral Image Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104744"}

@inproceedings{bb108394,
        AUTHOR = "Sharma, S. and Goel, A. and Gune, O. and Banerjee, B. and Chaudhuri, S.",
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@inproceedings{bb108395,
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@inproceedings{bb108396,
        AUTHOR = "Alasvand, Z. and Naderan, M. and Akbarizadeh, G.",
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hyperspectral images",
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@inproceedings{bb108397,
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@inproceedings{bb108398,
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@inproceedings{bb108399,
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Last update:Jan 17, 2021 at 16:22:28