Eigen-CNN: Eigenimages plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising

In recent years, neural network-based methods have shown promising results in hyperspectral image (HSI) denoising area. Real HSIs exhibit substantial variations in noise distribution due to various factors such as different imaging techniques, camera variations, imaging environments, and hardware ag...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing 2024-01, Vol.62, p.1-1
Hauptverfasser:	Zhuang, Lina, Ng, Michael K., Gao, Lianru, Wang, Zhicheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Coefficients convolutional neural network Convolutional neural networks Correlation deep neural network Hyperspectral image restoration Hyperspectral imaging Imaging techniques low-rank representation Neural networks Noise reduction Optimization subspace representation Training Vectors
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