Morphology-based structure-preserving projection for spectral–spatial feature extraction and classification of hyperspectral data

IET Image Processing ◽

10.1049/iet-ipr.2017.1431 ◽

2019 ◽

Vol 13 (2) ◽

pp. 270-279 ◽

Author(s):

Maryam Imani ◽

Hassan Ghassemian

Keyword(s):

Feature Extraction ◽

Hyperspectral Data ◽

Structure Preserving ◽

Spatial Feature

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Spectral–spatial feature extraction using orthogonal linear discriminant analysis for classification of hyperspectral data

European Journal of Remote Sensing ◽

10.1080/22797254.2017.1279821 ◽

2017 ◽

Vol 50 (1) ◽

pp. 111-124 ◽

Author(s):

Hamid Reza Shahdoosti ◽

Fardin Mirzapour

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Hyperspectral Data ◽

Linear Discriminant ◽

Spatial Feature

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Spatial Feature Extraction for Classification of Nonstationary Myoelectric Signals

2012 11th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2012.222 ◽

2012 ◽

Author(s):

David Hofmann ◽

J. Michael Herrmann

Keyword(s):

Feature Extraction ◽

Myoelectric Signals ◽

Spatial Feature

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A new approach for spectral feature extraction and for unsupervised classification of hyperspectral data based on the Gaussian mixture model

Remote Sensing Reviews ◽

10.1080/02757250109532431 ◽

2001 ◽

Vol 20 (2) ◽

pp. 123-167 ◽

Author(s):

A. Koltunov ◽

E. Ben‐Dor

Keyword(s):

Feature Extraction ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Spectral Feature ◽

Unsupervised Classification ◽

Gaussian Mixture ◽

Hyperspectral Data ◽

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Classification of hyperspectral data using best-bases feature extraction algorithms

10.1117/12.380589 ◽

2000 ◽

Author(s):

Shailesh Kumar ◽

Joydeep Ghosh ◽

Melba M. Crawford

Keyword(s):

Feature Extraction ◽

Hyperspectral Data

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Fuzzy Spectral and Spatial Feature Integration for Classification of Nonferrous Materials in Hyperspectral Data

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2009.2031238 ◽

2009 ◽

Vol 5 (4) ◽

pp. 483-494 ◽

Author(s):

A. Picon ◽

O. Ghita ◽

P.F. Whelan ◽

P.M. Iriondo

Keyword(s):

Hyperspectral Data ◽

Feature Integration ◽

Spatial Feature

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Best-bases feature extraction algorithms for classification of hyperspectral data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.934070 ◽

2001 ◽

Vol 39 (7) ◽

pp. 1368-1379 ◽

Author(s):

S. Kumar ◽

J. Ghosh ◽

M.M. Crawford

Keyword(s):

Feature Extraction ◽

Hyperspectral Data

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Classification of levee slides from airborne synthetic aperture radar images with efficient spatial feature extraction

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.9.097294 ◽

2015 ◽

Vol 9 (1) ◽

pp. 097294 ◽

Author(s):

Deok Han ◽

Qian Du ◽

James V. Aanstoos ◽

Nicolas Younan

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Spatial Feature ◽

Radar Images ◽

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Multiresolution feature extraction for pairwise classification of hyperspectral data

10.1117/12.382923 ◽

2000 ◽

Author(s):

Shailesh Kumar ◽

Joydeep Ghosh ◽

Melba M. Crawford

Keyword(s):

Feature Extraction ◽

Hyperspectral Data

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Wavelet-SOM in feature extraction of hyperspectral data for classification of nematode species

2007 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2007.4423429 ◽

2007 ◽

Author(s):

Rushabh A. Doshi ◽

Roger L. King ◽

Gary W. Lawrence

Keyword(s):

Feature Extraction ◽

Nematode Species ◽

Hyperspectral Data

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Classification of Hyperspectral Data Over Urban Areas Using Directional Morphological Profiles and Semi-Supervised Feature Extraction

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2012.2190045 ◽

2012 ◽

Vol 5 (4) ◽

pp. 1177-1190 ◽

Author(s):

Wenzhi Liao ◽

Rik Bellens ◽

Aleksandra Pizurica ◽

Wilfried Philips ◽

Youguo Pi

Keyword(s):

Feature Extraction ◽

Urban Areas ◽

Hyperspectral Data ◽

Supervised Feature Extraction

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