Joint Learning of Correlation-Constrained Fuzzy Clustering and Discriminative Non-Negative Representation for Hyperspectral Band Selection

Joint Learning of Correlation-Constrained Fuzzy Clustering and Discriminative Non-Negative Representation for Hyperspectral Band Selection

Hyperspectral band selection plays an important role in overcoming the curse of dimensionality. Recently, clustering-based band selection methods have shown promise in the selection of informative and representative bands from hyperspectral images (HSIs). However, most existing clustering-based band...

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Bibliographic Details
Main Authors: Zelin Li, Wenhong Wang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
hyperspectral band selection
constrained fuzzy C-means
graph regularized non-negative matrix factorization
non-negative representation
alternating direction multiplier method
Online Access:https://www.mdpi.com/1424-8220/23/10/4838

Internet

https://www.mdpi.com/1424-8220/23/10/4838

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