An Unsupervised Band Selection Method via Contrastive Learning for Hyperspectral Images

Band selection (BS) is an efficacious approach to reduce hyperspectral information redundancy while preserving the physical meaning of hyperspectral images (HSIs). Recently, deep learning-based BS methods have received widespread interest due to their ability to model the nonlinear relationship betw...

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Bibliographic Details
Main Authors: Xiaorun Li, Yufei Liu, Ziqiang Hua, Shuhan Chen
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/15/23/5495