Research on Optimization Methods of ELM Classification Algorithm for Hyperspectral Remote Sensing Images

Research on Optimization Methods of ELM Classification Algorithm for Hyperspectral Remote Sensing Images

In land-use classification of hyperspectral remote sensing (RS) images, traditional classification methods often experience large amount of datasets and low efficiency. To solve these problems, a fast machine-learning method, the extreme learning machine (ELM) algorithm, was introduced. However, bas...

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Bibliographic Details
Main Authors: Fang Huang, Jun Lu, Jian Tao, Li Li, Xicheng Tan, Peng Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Hyperspectral remote sensing
ELM algorithm
ensemble learning
texture features
deep learning
Online Access:https://ieeexplore.ieee.org/document/8786209/

Internet

https://ieeexplore.ieee.org/document/8786209/

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