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May, 2019
使用图卷积神经网络进行图像去噪
Image Denoising with Graph-Convolutional Neural Networks
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Diego Valsesia, Giulia Fracastoro, Enrico Magli
TL;DR
本文中,作者提出了一种使用图卷积层的卷积神经网络,以利用局部和非局部相似性以实现去噪任务,并取得了比传统卷积神经网络更好的效果。
Abstract
Recovering an image from a noisy observation is a key problem in
signal processing
. Recently, it has been shown that data-driven approaches employing
convolutional neural networks
can outperform classical model-b
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