@article{bb143900,
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/pattern615hyperd1.html#TT139879"}
@article{bb143901,
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/pattern615hyperd1.html#TT139880"}
@article{bb143902,
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/pattern615hyperd1.html#TT139881"}
@article{bb143903,
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/pattern615hyperd1.html#TT139882"}
@article{bb143904,
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/pattern615hyperd1.html#TT139883"}
@article{bb143905,
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/pattern615hyperd1.html#TT139884"}
@article{bb143906,
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/pattern615hyperd1.html#TT139885"}
@article{bb143907,
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/pattern615hyperd1.html#TT139886"}
@article{bb143908,
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/pattern615hyperd1.html#TT139887"}
@article{bb143909,
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/pattern615hyperd1.html#TT139888"}
@article{bb143910,
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/pattern615hyperd1.html#TT139889"}
@article{bb143911,
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/pattern615hyperd1.html#TT139890"}
@article{bb143912,
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/pattern615hyperd1.html#TT139891"}
@article{bb143913,
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/pattern615hyperd1.html#TT139892"}
@article{bb143914,
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/pattern615hyperd1.html#TT139893"}
@article{bb143915,
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/pattern615hyperd1.html#TT139894"}
@article{bb143916,
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/pattern615hyperd1.html#TT139895"}
@article{bb143917,
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/pattern615hyperd1.html#TT139896"}
@article{bb143918,
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/pattern615hyperd1.html#TT139897"}
@inproceedings{bb143919,
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/pattern615hyperd1.html#TT139898"}
@article{bb143920,
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/pattern615hyperd1.html#TT139899"}
@article{bb143921,
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/pattern615hyperd1.html#TT139900"}
@article{bb143922,
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/pattern615hyperd1.html#TT139901"}
@article{bb143923,
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/pattern615hyperd1.html#TT139902"}
@article{bb143924,
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/pattern615hyperd1.html#TT139903"}
@article{bb143925,
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/pattern615hyperd1.html#TT139904"}
@article{bb143926,
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/pattern615hyperd1.html#TT139905"}
@article{bb143927,
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/pattern615hyperd1.html#TT139906"}
@article{bb143928,
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/pattern615hyperd1.html#TT139907"}
@article{bb143929,
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/pattern615hyperd1.html#TT139908"}
@article{bb143930,
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/pattern615hyperd1.html#TT139909"}
@article{bb143931,
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/pattern615hyperd1.html#TT139910"}
@article{bb143932,
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/pattern615hyperd1.html#TT139911"}
@article{bb143933,
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/pattern615hyperd1.html#TT139912"}
@article{bb143934,
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/pattern615hyperd1.html#TT139913"}
@inproceedings{bb143935,
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/pattern615hyperd1.html#TT139914"}
@article{bb143936,
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/pattern615hyperd1.html#TT139915"}
@article{bb143937,
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/pattern615hyperd1.html#TT139916"}
@article{bb143938,
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/pattern615hyperd1.html#TT139917"}
@article{bb143939,
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/pattern615hyperd1.html#TT139918"}
@inproceedings{bb143940,
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/pattern615hyperd1.html#TT139919"}
@article{bb143941,
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/pattern615hyperd1.html#TT139920"}
@article{bb143942,
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/pattern615hyperd1.html#TT139921"}
@article{bb143943,
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/pattern615hyperd1.html#TT139922"}
@article{bb143944,
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/pattern615hyperd1.html#TT139923"}
@article{bb143945,
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/pattern615hyperd1.html#TT139924"}
@article{bb143946,
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/pattern615hyperd1.html#TT139925"}
@article{bb143947,
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/pattern615hyperd1.html#TT139926"}
@article{bb143948,
AUTHOR = "Li, H.D. and Cui, J. and Zhang, X.L. 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/pattern615hyperd1.html#TT139927"}
@article{bb143949,
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/pattern615hyperd1.html#TT139928"}
@article{bb143950,
AUTHOR = "Al Qaness, M.A.A. and Wu, G.Y. and Al Alimi, D.",
TITLE = "MGCET: MLP-mixer and Graph Convolutional Enhanced Transformer for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "2892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139929"}
@article{bb143951,
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/pattern615hyperd1.html#TT139930"}
@article{bb143952,
AUTHOR = "Liu, Q.Y. and Xue, D.L. and Tang, Y.H. and Zhao, Y.X. and Ren, J.C. and Sun, H.J.",
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/pattern615hyperd1.html#TT139931"}
@article{bb143953,
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/pattern615hyperd1.html#TT139932"}
@article{bb143954,
AUTHOR = "Cao, C.Y. and Li, M.T. and Deng, Y.J. and Ren, L.F. and Liu, Y. and Zhu, X.H.",
TITLE = "Joint Sparse Local Linear Discriminant Analysis for Feature
Dimensionality Reduction of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139933"}
@article{bb143955,
AUTHOR = "Zahir, A. and Jbilou, K. and Ratnani, A.",
TITLE = "Novel dimensionality reduction approaches for higher-order
multidimensional data",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139934"}
@inproceedings{bb143956,
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/pattern615hyperd1.html#TT139935"}
@inproceedings{bb143957,
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/pattern615hyperd1.html#TT139936"}
@inproceedings{bb143958,
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/pattern615hyperd1.html#TT139937"}
@inproceedings{bb143959,
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/pattern615hyperd1.html#TT139938"}
@inproceedings{bb143960,
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/pattern615hyperd1.html#TT139939"}
@inproceedings{bb143961,
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/pattern615hyperd1.html#TT139940"}
@inproceedings{bb143962,
AUTHOR = "Alizadeh Moghaddam, S.H. and Mokhtarzade, M. and Alizadeh Moghaddam, S.A.",
TITLE = "A New Multiple Classifier System Based on a PSO Algorithm for The
Classification of Hyperspectral Images",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "71-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139941"}
@inproceedings{bb143963,
AUTHOR = "Li, J.M. and Chen, F.J. and Yang, D.Y.",
TITLE = "Generative Band Feature Enhancement for Hyperspectral Image
Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1918-1923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139942"}
@inproceedings{bb143964,
AUTHOR = "Louis, M. and Charlier, B. and Durrleman, S.",
TITLE = "Geodesic Discriminant Analysis for Manifold-Valued Data",
BOOKTITLE = Diff-CVML18,
YEAR = "2018",
PAGES = "445-4458",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139943"}
@inproceedings{bb143965,
AUTHOR = "Pande, S. and Banerjee, B. and Pizurica, A.",
TITLE = "Class Reconstruction Driven Adversarial Domain Adaptation for
Hyperspectral Image Classification",
BOOKTITLE = IbPRIA19,
YEAR = "2019",
PAGES = "I:472-484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139944"}
@inproceedings{bb143966,
AUTHOR = "Tanji, K. and Imiya, A. and Itoh, H. and Kuze, H. and Manago, N.",
TITLE = "Linear Data Compression of Hyperspectral Images",
BOOKTITLE = CVPV17,
YEAR = "2017",
PAGES = "3001-3007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139945"}
@inproceedings{bb143967,
AUTHOR = "Alasvand, Z. and Naderan, M. and Akbarizadeh, G.",
TITLE = "Superpixel-based feature learning for joint sparse representation of
hyperspectral images",
BOOKTITLE = IPRIA17,
YEAR = "2017",
PAGES = "156-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139946"}
@inproceedings{bb143968,
AUTHOR = "Boyarski, A. and Bronstein, A.M. and Bronstein, M.M.",
TITLE = "Subspace Least Squares Multidimensional Scaling",
BOOKTITLE = SSVM17,
YEAR = "2017",
PAGES = "681-693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139947"}
@inproceedings{bb143969,
AUTHOR = "Hirakawa, K.",
TITLE = "Fourier Multispectral Imaging:
Measuring Spectra, One Sinusoid at a Time",
BOOKTITLE = CCIW17,
YEAR = "2017",
PAGES = "3-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139948"}
@inproceedings{bb143970,
AUTHOR = "Raytchev, B. and Katamoto, Y. and Koujiba, M. and Tamaki, T. and Kaneda, K.",
TITLE = "Ensemble-based local learning for high-dimensional data regression",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2640-2645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139949"}
@inproceedings{bb143971,
AUTHOR = "Ke, T.W. and Liu, T.L.",
TITLE = "Recursive reduction net for large-scale high-dimensional data",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1903-1907",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139950"}
@inproceedings{bb143972,
AUTHOR = "Myasnikov, E.",
TITLE = "Embedding Spatial Context into Spectral Angle Based Nonlinear Mapping
for Hyperspectral Image Analysis",
BOOKTITLE = ICCVG18,
YEAR = "2018",
PAGES = "263-274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139951"}
@inproceedings{bb143973,
AUTHOR = "Myasnikov, E.",
TITLE = "Exploiting Spatial Context in Nonlinear Mapping of Hyperspectral Image
Data",
BOOKTITLE = CIAP17,
YEAR = "2017",
PAGES = "II:180-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139952"}
@inproceedings{bb143974,
AUTHOR = "Myasnikov, E.",
TITLE = "Nonlinear Mapping Based on Spectral Angle Preserving Principle for
Hyperspectral Image Analysis",
BOOKTITLE = CAIP17,
YEAR = "2017",
PAGES = "II: 416-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139953"}
@inproceedings{bb143975,
AUTHOR = "Myasnikov, E.",
TITLE = "The Use of Interpolation Methods for Nonlinear Mapping",
BOOKTITLE = ICCVG16,
YEAR = "2016",
PAGES = "649-655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139954"}
@inproceedings{bb143976,
AUTHOR = "Myasnikov, E.",
TITLE = "Evaluation of Stochastic Gradient Descent Methods for Nonlinear Mapping
of Hyperspectral Data",
BOOKTITLE = ICIAR16,
YEAR = "2016",
PAGES = "276-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139955"}
@inproceedings{bb143977,
AUTHOR = "Nhaila, H. and Merzouqi, M. and Sarhrouni, E. and Hammouch, A.",
TITLE = "Hyperspectral images classification and Dimensionality Reduction
using Homogeneity feature and mutual information",
BOOKTITLE = ISCV15,
YEAR = "2015",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139956"}
@inproceedings{bb143978,
AUTHOR = "Zhang, X. and Yu, F.X. and Guo, R.Q. and Kumar, S. and Wang, S.J. and Chang, S.F.",
TITLE = "Fast Orthogonal Projection Based on Kronecker Product",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2929-2937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139957"}
@inproceedings{bb143979,
AUTHOR = "Khoder, J. and Younes, R. and Obeid, H. and Khalil, M.",
TITLE = "Dimension Reduction of Hyperspectral Image with Rare Event Preserving",
BOOKTITLE = IbPRIA15,
YEAR = "2015",
PAGES = "621-629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139958"}
@inproceedings{bb143980,
AUTHOR = "Licciardi, G.A. and Chanussot, J. and Piscini, A.",
TITLE = "Spectral compression of hyperspectral images by means of nonlinear
principal component analysis decorrelation",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5092-5096",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139959"}
@inproceedings{bb143981,
AUTHOR = "Licciardi, G.A. and Chanussot, J. and Vasile, G. and Piscini, A.",
TITLE = "Enhancing hyperspectral image quality using nonlinear PCA",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5087-5091",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139960"}
@inproceedings{bb143982,
AUTHOR = "Liu, L.Q. and Wang, L.",
TITLE = "A Scalable Unsupervised Feature Merging Approach to Efficient
Dimensionality Reduction of High-Dimensional Visual Data",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "3008-3015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139961"}
@inproceedings{bb143983,
AUTHOR = "Khoder, J. and Younes, R. and Ben Ouezdou, F.",
TITLE = "Stability of Dimensionality Reduction Methods Applied on Artificial
Hyperspectral Images",
BOOKTITLE = ICCVG12,
YEAR = "2012",
PAGES = "465-474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139962"}
@inproceedings{bb143984,
AUTHOR = "Huang, X.M. and Hsu, P.H.",
TITLE = "Comparisom Of Wavelet-Based and HHT-Based Feature Extraction Methods
for Hyperspectral Image Classification",
BOOKTITLE = ISPRS12,
YEAR = "2012",
PAGES = "XXXIX-B7:121-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139963"}
@inproceedings{bb143985,
AUTHOR = "Davidson, C.E. and Ben David, A.",
TITLE = "On the use of covariance and correlation matrices in hyperspectral
detection",
BOOKTITLE = AIPR11,
YEAR = "2011",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139964"}
@inproceedings{bb143986,
AUTHOR = "Ben David, A. and Davidson, C.E.",
TITLE = "Estimation of hyperspectral covariance matrices",
BOOKTITLE = AIPR11,
YEAR = "2011",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139965"}
@inproceedings{bb143987,
AUTHOR = "Li, W. and Fowler, J.E.",
TITLE = "Decoder-side dimensionality determination for compressive-projection
principal component analysis of hyperspectral data",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "321-324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139966"}
@inproceedings{bb143988,
AUTHOR = "Datta, A. and Ghosh, S. and Ghosh, A.",
TITLE = "Wrapper based feature selection in hyperspectral image data using
self-adaptive differential evolution",
BOOKTITLE = ICIIP11,
YEAR = "2011",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139967"}
@inproceedings{bb143989,
AUTHOR = "Chakrabarti, A. and Zickler, T.E.",
TITLE = "Statistics of real-world hyperspectral images",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "193-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139968"}
@inproceedings{bb143990,
AUTHOR = "Willson, P.D. and Chan, G. and Yun, P.",
TITLE = "Vision physiology applied to hyperspectral short wave infrared imaging",
BOOKTITLE = AIPR10,
YEAR = "2010",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139969"}
@inproceedings{bb143991,
AUTHOR = "Mehdizadeh, M. and MacNish, C. and Khan, R.N. and Bennamoun, M.",
TITLE = "Semi-supervised Neighborhood Preserving Discriminant Embedding:
A Semi-supervised Subspace Learning Algorithm",
BOOKTITLE = ACCV10,
YEAR = "2010",
PAGES = "III: 199-212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139970"}
@inproceedings{bb143992,
AUTHOR = "Wen, J.H. and Tian, Z. and She, H.W. and Yan, W.D.",
TITLE = "Feature extraction of hyperspectral images based on preserving
neighborhood discriminant embedding",
BOOKTITLE = IASP10,
YEAR = "2010",
PAGES = "257-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139971"}
@inproceedings{bb143993,
AUTHOR = "Lee, C. and Choi, E. and Choe, J. and Jeong, T.",
TITLE = "Dimension Reduction and Pre-emphasis for Compression of Hyperspectral
Images",
BOOKTITLE = ICIAR04,
YEAR = "2004",
PAGES = "II: 446-453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139972"}
@inproceedings{bb143994,
AUTHOR = "Berge, A. and Solberg, A.S.",
TITLE = "Improving Hyperspectral Classifiers: The Difference Between Reducing
Data Dimensionality and Reducing Classifier Parameter Complexity",
BOOKTITLE = SCIA07,
YEAR = "2007",
PAGES = "293-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139973"}
@inproceedings{bb143995,
AUTHOR = "Marcal, A.R.S. and Borges, J.S.",
TITLE = "Estimating the Natural Number of Classes on Hierarchically Clustered
Multi-spectral Images",
BOOKTITLE = ICIAR05,
YEAR = "2005",
PAGES = "447-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139974"}
@inproceedings{bb143996,
AUTHOR = "Mordohai, P. and Medioni, G.",
TITLE = "Unsupervised dimensionality estimation and manifold learning
in high-dimensional spaces by tensor voting",
BOOKTITLE = IJCAI05,
YEAR = "2005",
PAGES = "798-803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139975"}
@inproceedings{bb143997,
AUTHOR = "Dixon, M. and Jacobs, N. and Pless, R.",
TITLE = "Finding Minimal Parameterizations of Cylindrical Image Manifolds",
BOOKTITLE = PercOrg06,
YEAR = "2006",
PAGES = "192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139976"}
@inproceedings{bb143998,
AUTHOR = "Zeng, H.W. and Trussell, H.J.",
TITLE = "Feature Selection using a Mixed-Norm Penalty Function",
BOOKTITLE = ICIP06,
YEAR = "2006",
PAGES = "997-1000",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139977"}
@inproceedings{bb143999,
AUTHOR = "Zeng, H.W. and Trussell, H.J.",
TITLE = "Dimensionality reduction in hyperspectral image classification",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "II: 913-916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT139978"}
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