EBARec-BS: Effective Band Attention Reconstruction Network for Hyperspectral Imagery Band Selection

EBARec-BS: Effective Band Attention Reconstruction Network for Hyperspectral Imagery Band Selection

Hyperspectral band selection (BS) is an effective means to avoid the Hughes phenomenon and heavy computational burden in hyperspectral image processing. However, most of the existing BS methods fail to fully consider the interaction between spectral bands and cannot comprehensively consider the repr...

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Bibliographic Details
Main Authors: Yufei Liu, Xiaorun Li, Ziqiang Hua, Liaoying Zhao
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
hyperspectral image (HSI)
unsupervised band selection
convolutional autoencoder (CAE)
band attention
Online Access:https://www.mdpi.com/2072-4292/13/18/3602

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