Feature Selection for Cross-Scene Hyperspectral Image Classification Using Cross-Domain I-ReliefF

In the classification of hyperspectral images (HSIs), too many spectral bands (features) cause feature redundancy, resulting in a reduction in classification accuracy. In order to solve this problem, it is a good method to use feature selection to search for a feature subset which is useful for clas...

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Bibliographic Details
Main Authors: Chengjie Zhang, Minchao Ye, Ling Lei, Yuntao Qian
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9446730/