Kmeans-CM Algorithm With Spectral Angle Mapper for Hyperspectral Image Classification

Kmeans-CM Algorithm With Spectral Angle Mapper for Hyperspectral Image Classification

Hyperspectral images possess the characteristics of high dimensionality, which causes “dimensional disaster” and low classification accuracy. In order to solve the problems, based on traditional k-means algorithm, considering the importance of different bands for classification...

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Bibliographic Details
Main Authors: Lin Wei, Huiyun Ma, Yuping Yin, Chao Geng
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Band weighting
correlation coefficient
classification
hyperspectral images
K-means algorithm
spectral angle mapper
Online Access:https://ieeexplore.ieee.org/document/10073554/

Internet

https://ieeexplore.ieee.org/document/10073554/

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