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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Classification of hyperspectral data in urban areas

10.1117/12.317797 ◽

1998 ◽

Author(s):

Bing Zhang ◽

Jiangui Liu ◽

Xiangjun Wang ◽

Changshan Wu

Keyword(s):

Urban Areas ◽

Hyperspectral Data

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Classification of Hyperspectral Data over Urban Areas Based on Extended Morphological Profile with Partial Reconstruction

Advanced Concepts for Intelligent Vision Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33140-4_25 ◽

2012 ◽

pp. 278-289 ◽

Author(s):

Wenzhi Liao ◽

Rik Bellens ◽

Aleksandra Pižurica ◽

Wilfried Philips ◽

Youguo Pi

Keyword(s):

Urban Areas ◽

Hyperspectral Data ◽

Partial Reconstruction

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An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2007.905121 ◽

2007 ◽

Vol 4 (4) ◽

pp. 654-658 ◽

Author(s):

Xin Huang ◽

Liangpei Zhang ◽

Pingxiang Li

Keyword(s):

Feature Extraction ◽

Information Fusion ◽

Urban Areas ◽

Multispectral Imagery ◽

Fusion Approach

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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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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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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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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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Classification of hyperspectral data from urban areas based on extended morphological profiles

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2004.842478 ◽

2005 ◽

Vol 43 (3) ◽

pp. 480-491 ◽

Author(s):

J.A. Benediktsson ◽

J.A. Palmason ◽

J.R. Sveinsson

Keyword(s):

Urban Areas ◽

Hyperspectral Data

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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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