Hyperspectral Image Classification by Combination of Spatial-spectral Features and Ensemble Extreme Learning Machines

Hyperspectral Image Classification by Combination of Spatial-spectral Features and Ensemble Extreme Learning Machines

To improve hyperspectral image classification accuracy,a classification method based on combination of spatial-spectral features and ensemble extreme learning machines is proposed in this paper.First,a spatial-spectral feature vector for each pixel is extracted using its neighboring information. Con...

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Bibliographic Details
Main Authors: GU Yu, XU Ying, GUO Baofeng
Format: Article
Language:zho
Published: Surveying and Mapping Press 2018-09-01
Series:Acta Geodaetica et Cartographica Sinica
Subjects:
hyperspectral image classification
spatial-spectral feature
extreme learning machine
ensemble learning
feature sampling
Online Access:http://html.rhhz.net/CHXB/html/2018-9-1238.htm

Internet

http://html.rhhz.net/CHXB/html/2018-9-1238.htm

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