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AUTHOR = "Guccione, P. and Mascolo, L. and Appice, A.",
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AUTHOR = "Imani, M. and Ghassemian, H.",
TITLE = "Feature space discriminant analysis for hyperspectral data feature
reduction",
JOURNAL = PandRS,
VOLUME = "102",
YEAR = "2015",
NUMBER = "1",
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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",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "270-279",
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",
PAGES = "315-320",
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@article{bb108306,
AUTHOR = "Imani, M. and Ghassemian, H.",
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JOURNAL = IET-IPR,
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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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YEAR = "2015",
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MONTH = "August",
PAGES = "4418-4433",
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@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,
VOLUME = "48",
YEAR = "2015",
NUMBER = "10",
PAGES = "3216-3226",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104660"}
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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",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "6",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104661"}
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AUTHOR = "Wang, H.R. and Celik, T.",
TITLE = "Sparse representation-based hyperspectral image classification",
JOURNAL = SIViP,
VOLUME = "12",
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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",
JOURNAL = GeoRS,
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
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VOLUME = "53",
YEAR = "2015",
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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",
JOURNAL = GeoRS,
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AUTHOR = "Bhardwaj, K. and Patra, S. and Bruzzone, L.",
TITLE = "Threshold-Free Attribute Profile for Classification of Hyperspectral
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JOURNAL = GeoRS,
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YEAR = "2019",
NUMBER = "10",
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PAGES = "7731-7742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104666"}
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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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YEAR = "2015",
NUMBER = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104667"}
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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"}
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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",
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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"}
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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"}
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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.",
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VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4063-4078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104672"}
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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 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#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",
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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,
VOLUME = "9",
YEAR = "2017",
NUMBER = "6",
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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,
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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",
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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104703"}
@article{bb108353,
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,
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YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104704"}
@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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "11",
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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",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4731-4746",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104706"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104707"}
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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
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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",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2018",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104712"}
@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",
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NUMBER = "4",
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PAGES = "1417-1426",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104715"}
@inproceedings{bb108365,
AUTHOR = "Zhang, M. and Ding, C.",
TITLE = "Robust Tucker Tensor Decomposition for Effective Image Representation",
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YEAR = "2013",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104716"}
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AUTHOR = "Huang, H. and Li, Z.Y. and Pan, Y.S.",
TITLE = "Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image
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JOURNAL = RS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104717"}
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AUTHOR = "Pan, Y.S. and Wu, J.Y. and Huang, H. and Liu, J.M.",
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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,
VOLUME = "I-3",
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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",
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@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",
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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",
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NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104729"}
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AUTHOR = "Wan, Y. and Ma, A. and Zhong, Y. and Hu, X. and Zhang, L.",
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Cosine Algorithm",
JOURNAL = GeoRS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104730"}
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classification using limited samples",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT104731"}
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AUTHOR = "Albarracin, J.F.H. and Oliveira, R.S. and Hirota, M. and dos Santos, J.A. and da Silva Torres, R.",
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AUTHOR = "Huang, H. and Li, Z.Y. and He, H.B. and Duan, Y. and Yang, S.",
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AUTHOR = "Zaatour, R. and Bouzidi, S. and Zagrouba, E.",
TITLE = "Unsupervised Image-Adapted Local Fisher Discriminant Analysis to
Reduce Hyperspectral Images Without Ground Truth",
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MONTH = "November",
PAGES = "7931-7941",
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@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",
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YEAR = "2018",
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AUTHOR = "Zhang, M.H. and Gao, Y.S. and Sun, C.M. and Blumenstein, M.",
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Generalized Correntropy",
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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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@inproceedings{bb108387,
AUTHOR = "Cohen, L. and Almog, O. and Shoshany, M.",
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AUTHOR = "Ayma, V.H. and Ayma, V.A. and Gutierrez, J.",
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Hyperspectral Image Classification",
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@inproceedings{bb108389,
AUTHOR = "Deepa, C. and Shetty, A. and Narasimhadhan, A.V.",
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Hyperspectral Data: A Neural Network Based Approach",
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AUTHOR = "Alizadeh Moghaddam, S.H. and Mokhtarzade, M. and Alizadeh Moghaddam, S.A.",
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@inproceedings{bb108391,
AUTHOR = "Li, J. and Chen, F. and Yang, D.",
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Classification",
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@inproceedings{bb108392,
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@inproceedings{bb108393,
AUTHOR = "Pande, S. and Banerjee, B. and Pizurica, A.",
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@inproceedings{bb108395,
AUTHOR = "Tanji, K. and Imiya, A. and Itoh, H. and Kuze, H. and Manago, N.",
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@inproceedings{bb108396,
AUTHOR = "Alasvand, Z. and Naderan, M. and Akbarizadeh, G.",
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@inproceedings{bb108399,
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Last update:Jan 17, 2021 at 16:22:28