@article{bb150100,
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#TT146019"}
@article{bb150101,
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#TT146020"}
@article{bb150102,
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#TT146021"}
@article{bb150103,
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#TT146022"}
@article{bb150104,
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#TT146023"}
@article{bb150105,
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#TT146024"}
@article{bb150106,
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#TT146025"}
@article{bb150107,
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#TT146026"}
@article{bb150108,
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#TT146027"}
@article{bb150109,
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#TT146028"}
@inproceedings{bb150110,
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#TT146029"}
@article{bb150111,
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#TT146030"}
@article{bb150112,
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#TT146031"}
@article{bb150113,
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#TT146032"}
@article{bb150114,
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#TT146033"}
@article{bb150115,
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#TT146034"}
@article{bb150116,
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#TT146035"}
@article{bb150117,
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#TT146036"}
@article{bb150118,
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#TT146037"}
@article{bb150119,
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#TT146038"}
@article{bb150120,
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#TT146039"}
@article{bb150121,
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#TT146040"}
@article{bb150122,
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#TT146041"}
@article{bb150123,
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#TT146042"}
@article{bb150124,
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#TT146043"}
@article{bb150125,
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#TT146044"}
@inproceedings{bb150126,
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#TT146045"}
@article{bb150127,
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#TT146046"}
@article{bb150128,
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#TT146047"}
@article{bb150129,
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#TT146048"}
@article{bb150130,
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#TT146049"}
@inproceedings{bb150131,
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#TT146050"}
@article{bb150132,
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#TT146051"}
@article{bb150133,
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#TT146052"}
@article{bb150134,
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#TT146053"}
@article{bb150135,
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#TT146054"}
@article{bb150136,
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#TT146055"}
@article{bb150137,
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#TT146056"}
@article{bb150138,
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#TT146057"}
@article{bb150139,
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#TT146058"}
@article{bb150140,
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#TT146059"}
@article{bb150141,
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#TT146060"}
@article{bb150142,
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#TT146061"}
@article{bb150143,
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#TT146062"}
@article{bb150144,
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#TT146063"}
@article{bb150145,
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#TT146064"}
@article{bb150146,
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#TT146065"}
@article{bb150147,
AUTHOR = "El Ichi, A. and Assainova, O. and Saab, N.A. and Settouti, N. and El Bouz, M. and Bechar, M.E.",
TITLE = "SPTPCA: Structure-Preserving Tensor Principal Component Analysis for
Hyperspectral Dimensionality Reduction",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4469-4472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146066"}
@article{bb150148,
AUTHOR = "Fang, Z. and Ma, X.",
TITLE = "Energy-Efficient Spiking Spectral-Weighting Reconstruction Network
for Compressive Hyperspectral Imaging",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "11",
PAGES = "1805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146067"}
@article{bb150149,
AUTHOR = "Li, X.S. and Wang, D.M. and Wang, F.C. and Huang, L. and Zhang, C.",
TITLE = "A Spectral Domain Interpolation Framework for Robust Hyperspectral
Feature Construction Under Spectral Uncertainty",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "18",
PAGES = "3157",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146068"}
@inproceedings{bb150150,
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#TT146069"}
@inproceedings{bb150151,
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#TT146070"}
@inproceedings{bb150152,
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#TT146071"}
@inproceedings{bb150153,
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#TT146072"}
@inproceedings{bb150154,
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#TT146073"}
@inproceedings{bb150155,
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#TT146074"}
@inproceedings{bb150156,
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#TT146075"}
@inproceedings{bb150157,
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#TT146076"}
@inproceedings{bb150158,
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#TT146077"}
@inproceedings{bb150159,
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#TT146078"}
@inproceedings{bb150160,
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#TT146079"}
@inproceedings{bb150161,
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#TT146080"}
@inproceedings{bb150162,
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#TT146081"}
@inproceedings{bb150163,
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#TT146082"}
@inproceedings{bb150164,
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#TT146083"}
@inproceedings{bb150165,
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#TT146084"}
@inproceedings{bb150166,
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#TT146085"}
@inproceedings{bb150167,
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#TT146086"}
@inproceedings{bb150168,
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#TT146087"}
@inproceedings{bb150169,
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#TT146088"}
@inproceedings{bb150170,
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#TT146089"}
@inproceedings{bb150171,
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#TT146090"}
@inproceedings{bb150172,
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#TT146091"}
@inproceedings{bb150173,
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#TT146092"}
@inproceedings{bb150174,
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#TT146093"}
@inproceedings{bb150175,
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#TT146094"}
@inproceedings{bb150176,
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#TT146095"}
@inproceedings{bb150177,
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#TT146096"}
@inproceedings{bb150178,
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#TT146097"}
@inproceedings{bb150179,
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#TT146098"}
@inproceedings{bb150180,
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#TT146099"}
@inproceedings{bb150181,
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#TT146100"}
@inproceedings{bb150182,
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#TT146101"}
@inproceedings{bb150183,
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#TT146102"}
@inproceedings{bb150184,
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#TT146103"}
@inproceedings{bb150185,
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#TT146104"}
@inproceedings{bb150186,
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#TT146105"}
@inproceedings{bb150187,
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#TT146106"}
@inproceedings{bb150188,
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#TT146107"}
@inproceedings{bb150189,
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#TT146108"}
@inproceedings{bb150190,
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#TT146109"}
@inproceedings{bb150191,
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#TT146110"}
@inproceedings{bb150192,
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#TT146111"}
@inproceedings{bb150193,
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#TT146112"}
@inproceedings{bb150194,
AUTHOR = "Muhammed, H.H. and Ammenberg, P. and Bengtsson, E.",
TITLE = "Using feature-vector based analysis, based on principal component
analysis and independent component analysis, for analysing hyperspectral
images",
BOOKTITLE = CIAP01,
YEAR = "2001",
PAGES = "309-315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146113"}
@inproceedings{bb150195,
AUTHOR = "Zhang, Y. and Desai, M.D.",
TITLE = "Adaptive Subspace Decomposition for Hyperspectral Data Dimensionality
Reduction",
BOOKTITLE = ICIP99,
YEAR = "1999",
PAGES = "II:326-329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hyperd1.html#TT146114"}
@article{bb150196,
AUTHOR = "Chang, C.I. and Wang, S.",
TITLE = "Constrained Band Selection for Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "1575-1585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146115"}
@article{bb150197,
AUTHOR = "Chang, C.I. and Liu, K.H.",
TITLE = "Progressive Band Selection of Spectral Unmixing for Hyperspectral
Imagery",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "2002-2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146116"}
@article{bb150198,
AUTHOR = "Liu, K.H. and Chen, S.Y. and Chien, H.C. and Lu, M.H.",
TITLE = "Progressive Sample Processing of Band Selection for Hyperspectral
Image Transmission",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146117"}
@article{bb150199,
AUTHOR = "Martinez Sotoca, J. and Pla, F. and Salvador Sanchez, J.",
TITLE = "Band Selection in Multispectral Images by Minimization of Dependent
Information",
JOURNAL = SMC-C,
VOLUME = "37",
YEAR = "2007",
NUMBER = "2",
MONTH = "March",
PAGES = "258-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146118"}
Last update:Sep 30, 2026 at 11:45:00