Spectral–Spatial HyperspectralImage Classification With K-Nearest Neighbor and Guided Filter

Spectral–Spatial HyperspectralImage Classification With K-Nearest Neighbor and Guided Filter

Explosive growth of applications in hyperspectral image (HSI) has made HSI classification a hot topic in the remote sensing community. The key to improve classification accuracy is how to make full use of the spectral and spatial information. We combine k-nearest neighbor (KNN) algorithm with guided...

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Bibliographic Details
Main Authors: Yanhui Guo, Han Cao, Siming Han, Yunchuan Sun, Yu Bai
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
K-nearest neighbor
guided filter
spectral-spatial hyperspectral image classification
Online Access:https://ieeexplore.ieee.org/document/8327484/

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