Discarding–Recovering and Co-Evolution Mechanisms Based Evolutionary Algorithm for Hyperspectral Feature Selection

Discarding–Recovering and Co-Evolution Mechanisms Based Evolutionary Algorithm for Hyperspectral Feature Selection

With the improvement of spectral resolution, the redundant information in the hyperspectral imaging (HSI) datasets brings computational, analytical, and storage complexities. Feature selection is a combinatorial optimization problem, which selects a subset of feasible features to reduce the dimensio...

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Bibliographic Details
Main Authors: Bowen Liao, Yangxincan Li, Wei Liu, Xianjun Gao, Mingwei Wang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Remote Sensing
Subjects:
hyperspectral imaging
feature selection
data dimensionality reduction
evolutionary algorithm
discarding–recovering mechanism
co-evolution mechanism
Online Access:https://www.mdpi.com/2072-4292/15/15/3788

Internet

https://www.mdpi.com/2072-4292/15/15/3788

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