@article{bb131900,
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",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "14292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT127947"}
@article{bb131901,
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#TT127948"}
@article{bb131902,
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#TT127949"}
@article{bb131903,
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#TT127950"}
@article{bb131904,
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#TT127951"}
@article{bb131905,
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#TT127952"}
@inproceedings{bb131906,
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#TT127953"}
@article{bb131907,
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#TT127954"}
@article{bb131908,
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#TT127955"}
@article{bb131909,
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#TT127956"}
@article{bb131910,
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#TT127957"}
@article{bb131911,
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#TT127958"}
@article{bb131912,
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#TT127959"}
@article{bb131913,
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#TT127960"}
@article{bb131914,
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#TT127961"}
@article{bb131915,
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#TT127962"}
@article{bb131916,
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#TT127963"}
@article{bb131917,
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#TT127964"}
@article{bb131918,
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#TT127965"}
@article{bb131919,
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#TT127966"}
@article{bb131920,
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#TT127967"}
@article{bb131921,
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#TT127968"}
@article{bb131922,
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#TT127969"}
@article{bb131923,
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#TT127970"}
@inproceedings{bb131924,
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#TT127971"}
@article{bb131925,
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#TT127972"}
@article{bb131926,
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#TT127973"}
@article{bb131927,
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#TT127974"}
@article{bb131928,
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#TT127975"}
@article{bb131929,
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#TT127976"}
@article{bb131930,
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#TT127977"}
@article{bb131931,
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#TT127978"}
@article{bb131932,
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#TT127979"}
@article{bb131933,
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#TT127980"}
@article{bb131934,
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#TT127981"}
@article{bb131935,
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#TT127982"}
@article{bb131936,
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#TT127983"}
@article{bb131937,
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#TT127984"}
@article{bb131938,
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#TT127985"}
@article{bb131939,
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#TT127986"}
@article{bb131940,
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#TT127987"}
@article{bb131941,
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#TT127988"}
@article{bb131942,
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#TT127989"}
@article{bb131943,
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#TT127990"}
@article{bb131944,
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#TT127991"}
@article{bb131945,
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#TT127992"}
@article{bb131946,
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#TT127993"}
@article{bb131947,
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#TT127994"}
@article{bb131948,
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#TT127995"}
@article{bb131949,
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#TT127996"}
@article{bb131950,
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#TT127997"}
@article{bb131951,
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#TT127998"}
@article{bb131952,
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#TT127999"}
@article{bb131953,
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#TT128000"}
@article{bb131954,
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#TT128001"}
@article{bb131955,
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#TT128002"}
@article{bb131956,
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#TT128003"}
@article{bb131957,
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#TT128004"}
@article{bb131958,
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#TT128005"}
@article{bb131959,
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#TT128006"}
@article{bb131960,
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#TT128007"}
@article{bb131961,
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#TT128008"}
@inproceedings{bb131962,
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#TT128009"}
@article{bb131963,
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#TT128010"}
@article{bb131964,
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#TT128011"}
@article{bb131965,
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#TT128012"}
@article{bb131966,
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#TT128013"}
@article{bb131967,
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#TT128014"}
@article{bb131968,
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#TT128015"}
@article{bb131969,
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#TT128016"}
@article{bb131970,
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#TT128017"}
@article{bb131971,
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#TT128018"}
@article{bb131972,
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#TT128019"}
@article{bb131973,
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#TT128020"}
@article{bb131974,
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#TT128021"}
@article{bb131975,
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#TT128022"}
@article{bb131976,
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#TT128023"}
@article{bb131977,
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#TT128024"}
@inproceedings{bb131978,
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#TT128025"}
@article{bb131979,
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#TT128026"}
@article{bb131980,
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#TT128027"}
@article{bb131981,
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#TT128028"}
@article{bb131982,
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#TT128029"}
@inproceedings{bb131983,
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#TT128030"}
@article{bb131984,
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#TT128031"}
@article{bb131985,
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#TT128032"}
@article{bb131986,
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#TT128033"}
@article{bb131987,
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#TT128034"}
@article{bb131988,
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#TT128035"}
@article{bb131989,
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#TT128036"}
@article{bb131990,
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#TT128037"}
@article{bb131991,
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#TT128038"}
@article{bb131992,
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#TT128039"}
@article{bb131993,
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#TT128040"}
@article{bb131994,
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#TT128041"}
@article{bb131995,
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#TT128042"}
@inproceedings{bb131996,
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#TT128043"}
@inproceedings{bb131997,
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#TT128044"}
@inproceedings{bb131998,
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#TT128045"}
@inproceedings{bb131999,
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#TT128046"}
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