Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image

Hyperspectral image (HSI) band selection (BS) is an important task for HSI dimensionality reduction, whose goal is to select an informative band subset containing less redundancy. However, traditional BS methods basically work in the Euclidean domain, and thus, often neglect to consider the structur...

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Bibliographic Details
Main Authors: Yaoming Cai, Zijia Zhang, Xiaobo Liu, Zhihua Cai
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9172144/