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Hyperspectral Image Denoising

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Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network

1 Jun 2018WHUQZhang/HSID-CNN

Hyperspectral image (HSI) denoising is a crucial preprocessing procedure to improve the performance of the subsequent HSI interpretation and applications.

HYPERSPECTRAL IMAGE DENOISING IMAGE DENOISING

3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising

10 Mar 2020Vandermode/QRNN3D

In this paper, we propose an alternating directional 3D quasi-recurrent neural network for hyperspectral image (HSI) denoising, which can effectively embed the domain knowledge -- structural spatio-spectral correlation and global correlation along spectrum.

HYPERSPECTRAL IMAGE DENOISING IMAGE DENOISING