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        TITLE = "Endmember extraction from hyperspectral imagery based on QR
factorisation using givens rotations",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "332-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108289"}

@article{bb112001,
        AUTHOR = "Drumetz, L. and Meyer, T.R. and Chanussot, J. and Bertozzi, A.L. and Jutten, C.",
        TITLE = "Hyperspectral Image Unmixing With Endmember Bundles and Group
Sparsity Inducing Mixed Norms",
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        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3435-3450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108290"}

@article{bb112002,
        AUTHOR = "Xu, M. and Du, B. and Fan, Y.",
        TITLE = "Endmember Extraction From Highly Mixed Data Using Linear Mixture
Model Constrained Particle Swarm Optimization",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5502-5511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108291"}

@article{bb112003,
        AUTHOR = "Du, B. and Wei, Q. and Liu, R.",
        TITLE = "An Improved Quantum-Behaved Particle Swarm Optimization for Endmember
Extraction",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6003-6017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108292"}

@article{bb112004,
        AUTHOR = "Tong, L. and Du, B. and Liu, R. and Zhang, L.",
        TITLE = "An Improved Multiobjective Discrete Particle Swarm Optimization for
Hyperspectral Endmember Extraction",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7872-7882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108293"}

@article{bb112005,
        AUTHOR = "Shen, X.F. and Bao, W.X.",
        TITLE = "Hyperspectral Endmember Extraction Using Spatially Weighted Simplex
Strategy",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108294"}

@article{bb112006,
        AUTHOR = "Kowkabi, F. and Keshavarz, A.",
        TITLE = "Using spectral Geodesic and spatial Euclidean weights of
neighbourhood pixels for hyperspectral Endmember Extraction
preprocessing",
        JOURNAL = PandRS,
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        YEAR = "2019",
        PAGES = "201-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108295"}

@article{bb112007,
        AUTHOR = "Bekit, A. and Chang, C.I. and Lampe, B. and Della Porta, C.J. and Wu, C.",
        TITLE = "N-FINDER for Finding Endmembers in Compressively Sensed Band Domain",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1087-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108296"}

@article{bb112008,
        AUTHOR = "Lampe, B. and Chang, C.I. and Bekit, A. and Della Porta, C.J.",
        TITLE = "Restricted Entropy and Spectrum Properties for the Compressively
Sensed Domain in Hyperspectral Imaging",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5642-5652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108297"}

@article{bb112009,
        AUTHOR = "Della Porta, C.J. and Chang, C.I.",
        TITLE = "Progressive Compressively Sensed Band Processing for Hyperspectral
Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2378-2390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108298"}

@article{bb112010,
        AUTHOR = "Zhu, X. and Kang, Y. and Liu, J.",
        TITLE = "Estimation of the Number of Endmembers via Thresholding Ridge Ratio
Criterion",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "637-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108299"}

@article{bb112011,
        AUTHOR = "Jiang, T.X. and van der Werff, H. and van der Meer, F.",
        TITLE = "Classification Endmember Selection with Multi-Temporal Hyperspectral
Data",
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        YEAR = "2020",
        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108300"}

@article{bb112012,
        AUTHOR = "Jiang, X. and Gong, M. and Zhan, T. and Zhang, M.",
        TITLE = "Multiobjective Endmember Extraction Based on Bilinear Mixture Model",
        JOURNAL = GeoRS,
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108301"}

@article{bb112013,
        AUTHOR = "Prades, J. and Safont, G. and Salazar, A. and Vergara, L.",
        TITLE = "Estimation of the Number of Endmembers in Hyperspectral Images Using
Agglomerative Clustering",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108302"}

@article{bb112014,
        AUTHOR = "Tao, X. and Cui, T. and Plaza, A. and Ren, P.",
        TITLE = "Simultaneously Counting and Extracting Endmembers in a Hyperspectral
Image Based on Divergent Subsets",
        JOURNAL = GeoRS,
        VOLUME = "58",
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        NUMBER = "12",
        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108303"}

@article{bb112015,
        AUTHOR = "Tao, X.W. and Paoletti, M.E. and Haut, J.M. and Ren, P. and Plaza, J. and Plaza, A.",
        TITLE = "Endmember Estimation with Maximum Distance Analysis",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108304"}

@article{bb112016,
        AUTHOR = "Song, X. and Zou, L. and Wu, L.",
        TITLE = "Detection of Subpixel Targets on Hyperspectral Remote Sensing Imagery
Based on Background Endmember Extraction",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2365-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108305"}

@article{bb112017,
        AUTHOR = "Tong, L. and Du, B. and Liu, R. and Zhang, L. and Tan, K.C.",
        TITLE = "Hyperspectral Endmember Extraction by (mu + lambda) Multiobjective
Differential Evolution Algorithm Based on Ranking Multiple Mutations",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2352-2364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108306"}

@article{bb112018,
        AUTHOR = "Liu, R. and Zhu, X.X.",
        TITLE = "Endmember Bundle Extraction Based on Multiobjective Optimization",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
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        PAGES = "8630-8645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615e1.html#TT108307"}

@article{bb112019,
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@inproceedings{bb112021,
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        AUTHOR = "Serpico, S.B. and Bruzzone, L.",
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transform feature extraction",
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@article{bb112033,
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        TITLE = "Dimensionality Reduction and Classification of Hyperspectral Image Data
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@article{bb112036,
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@article{bb112037,
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@article{bb112042,
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@article{bb112052,
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@article{bb112054,
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@article{bb112055,
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@article{bb112056,
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        TITLE = "Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm
for Hyperspectral Remote Sensing Data",
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@article{bb112057,
        AUTHOR = "Wu, K. and Zhao, D. and Zhong, Y.F. and Du, Q.",
        TITLE = "Multi-Probe Based Artificial DNA Encoding and Matching Classifier for
Hyperspectral Remote Sensing Imagery",
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        NUMBER = "8",
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@article{bb112058,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
        TITLE = "An Adaptive Artificial Immune Network for Supervised Classification of
Multi-/Hyperspectral Remote Sensing Imagery",
        JOURNAL = GeoRS,
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        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108347"}

@article{bb112059,
        AUTHOR = "Zhang, L. and Zhong, Y. and Huang, B. and Gong, J. and Li, P.",
        TITLE = "Dimensionality Reduction Based on Clonal Selection for Hyperspectral
Imagery",
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@article{bb112060,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "On Combining Multiple Features for Hyperspectral Remote Sensing Image
Classification",
        JOURNAL = GeoRS,
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        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108349"}

@article{bb112061,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "A modified stochastic neighbor embedding for multi-feature dimension
reduction of remote sensing images",
        JOURNAL = PandRS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108350"}

@article{bb112062,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "A Modified Stochastic Neighbor Embedding For Combining Multiple
Features For Remote Sensing Image Classification",
        JOURNAL = AnnalsPRS,
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        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "395-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108351"}

@article{bb112063,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "Tensor Discriminative Locality Alignment for Hyperspectral Image
Spectral-Spatial Feature Extraction",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "242-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108352"}

@article{bb112064,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X.",
        TITLE = "Sparse Transfer Manifold Embedding for Hyperspectral Target Detection",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1030-1043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108353"}

@article{bb112065,
        AUTHOR = "Zhang, L.F. and Zhang, L.P. and Tao, D.C. and Huang, X. and Du, B.",
        TITLE = "Hyperspectral Remote Sensing Image Subpixel Target Detection Based on
Supervised Metric Learning",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4955-4965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108354"}

@article{bb112066,
        AUTHOR = "Zhang, L.F. and Zhang, Q. and Du, B. and Huang, X. and Tang, Y.Y. and Tao, D.C.",
        TITLE = "Simultaneous Spectral-Spatial Feature Selection and Extraction for
Hyperspectral Images",
        JOURNAL = Cyber,
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        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "16-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108355"}

@article{bb112067,
        AUTHOR = "Wang, D. and Du, B. and Zhang, L.P. and Xu, Y.H.",
        TITLE = "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction
for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2461-2477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108356"}

@article{bb112068,
        AUTHOR = "Zhang, Q. and Tian, Y. and Yang, Y.P. and Pan, C.H.",
        TITLE = "Automatic Spatial-Spectral Feature Selection for Hyperspectral Image
via Discriminative Sparse Multimodal Learning",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "261-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108357"}

@article{bb112069,
        AUTHOR = "Zhao, R. and Du, B. and Zhang, L.P. and Zhang, L.F.",
        TITLE = "A robust background regression based score estimation algorithm for
hyperspectral anomaly detection",
        JOURNAL = PandRS,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "126-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108358"}

@article{bb112070,
        AUTHOR = "Zhu, X.F. and Huang, Z. and Yang, Y. and Shen, H.T. and Xu, C.S. and Luo, J.B.",
        TITLE = "Self-taught dimensionality reduction on the high-dimensional
small-sized data",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108359"}

@article{bb112071,
        AUTHOR = "Wu, G. and Xu, W. and Leng, H.",
        TITLE = "Inexact and incremental bilinear Lanczos components algorithms for
high dimensionality reduction and image reconstruction",
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        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108360"}

@article{bb112072,
        AUTHOR = "Shi, Q. and Du, B. and Zhang, L.P.",
        TITLE = "Domain Adaptation for Remote Sensing Image Classification: A Low-Rank
Reconstruction and Instance Weighting Label Propagation Inspired
Algorithm",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5677-5689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108361"}

@article{bb112073,
        AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P.",
        TITLE = "A Sparse Representation-Based Binary Hypothesis Model for Target
Detection in Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1346-1354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108362"}

@article{bb112074,
        AUTHOR = "Liu, R. and Gillies, D.F.",
        TITLE = "Overfitting in linear feature extraction for classification of
high-dimensional image data",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108363"}

@article{bb112075,
        AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
        TITLE = "Compact Representation of High-Dimensional Feature Vectors for
Large-Scale Image Recognition and Retrieval",
        JOURNAL = IP,
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        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2407-2419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108364"}

@inproceedings{bb112076,
        AUTHOR = "Zhang, Y. and Wu, J.X. and Cai, J.F.",
        TITLE = "Compact Representation for Image Classification:
To Choose or to Compress?",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "907-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108365"}

@article{bb112077,
        AUTHOR = "Taskin, G. and Kaya, H. and Bruzzone, L.",
        TITLE = "Feature Selection Based on High Dimensional Model Representation for
Hyperspectral Images",
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "2918-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108366"}

@article{bb112078,
        AUTHOR = "Taskin, G. and Crawford, M.M.",
        TITLE = "An Out-of-Sample Extension to Manifold Learning via Meta-Modeling",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108367"}

@article{bb112079,
        AUTHOR = "Du, B. and Zhang, Y.X. and Zhang, L.P. and Tao, D.",
        TITLE = "Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and
Statistics-Based Detector for Hyperspectral Images",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5345-5357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108368"}

@article{bb112080,
        AUTHOR = "Zhang, Y.X. and Du, B. and Zhang, L.P. and Wang, S.",
        TITLE = "A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance
Method for Hyperspectral Anomaly Detection",
        JOURNAL = GeoRS,
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "1376-1389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108369"}

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        TITLE = "PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108370"}

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Classification of High-Dimensional Data",
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        AUTHOR = "Serpico, S.B. and Moser, G.",
        TITLE = "Extraction of Spectral Channels From Hyperspectral Images for
Classification Purposes",
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        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108372"}

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        TITLE = "A fast separability-based feature-selection method for high-dimensional
remotely sensed image classification",
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        TITLE = "Dimensionality Reduction of Hyperspectral Data via Spectral Feature
Extraction",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108374"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108375"}

@article{bb112087,
        AUTHOR = "Ververidis, D. and Kotropoulos, C.",
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Application to Feature Selection",
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@inproceedings{bb112088,
        AUTHOR = "Haindl, M. and Somol, P. and Ververidis, D. and Kotropoulos, C.",
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        YEAR = "2006",
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@article{bb112089,
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        TITLE = "A Nonparametric Feature Extraction and Its Application to Nearest
Neighbor Classification for Hyperspectral Image Data",
        JOURNAL = GeoRS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108378"}

@article{bb112090,
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        TITLE = "A Dynamic Subspace Method for Hyperspectral Image Classification",
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@article{bb112091,
        AUTHOR = "Huang, H.Y. and Kuo, B.C.",
        TITLE = "Double Nearest Proportion Feature Extraction for Hyperspectral-Image
Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615d1.html#TT108380"}

@article{bb112092,
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Subset for Multiclass Classification with Applications to
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@article{bb112093,
        AUTHOR = "Cheng, Q.A. and Zhou, H.B. and Cheng, J. and Li, H.",
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and High Dimensional Data",
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@article{bb112094,
        AUTHOR = "Farzam, M. and Beheshti, S.",
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Imaging",
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@article{bb112095,
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@article{bb112096,
        AUTHOR = "Bermejo, P. and Gamez, J.A. and Puerta, J.M.",
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selection in high-dimensional datasets",
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@article{bb112097,
        AUTHOR = "Villa, A. and Benediktsson, J.A. and Chanussot, J. and Jutten, C.",
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Discriminant Analysis",
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@article{bb112098,
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@article{bb112099,
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Last update:Oct 24, 2021 at 16:35:58