Methods, Datasets, and Prospects for Hyperspectral Image Denoising: A Comprehensive Survey

Hyperspectral images (HSIs), with rich spectral information and tightly coupled spatial–spectral structures, are widely used in environmental monitoring, precision agriculture, geological exploration, and defense. However, complex noise introduced by sensors, atmosphere, and processing severe...

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Hlavní autoři:	Zijie Zhao, Ning Xu, Shuliang Jin, Peifeng Li, Yu Zhang, Ze Yang, Ziyang Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2026-01-01
Edice:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Témata:	Deep learning hyperspectral image (HSI) denoising mixed noise performance evaluation metrics spatial–spectral joint
On-line přístup:	https://ieeexplore.ieee.org/document/11345127/
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