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Jul, 2020
设计和训练一种用于图像去噪的双卷积神经网络
Designing and Training of A Dual CNN for Image Denoising
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Chunwei Tian, Yong Xu, Wangmeng Zuo, Bo Du, Chia-Wen Lin...
TL;DR
本文介绍了一种名为DudeNet的基于深度卷积神经网络(DCNNs)的图像去噪算法,其通过全局特征提取、局部特征提取以及两者融合的方式实现图像去噪,达到了优于同类算法的效果。
Abstract
deep convolutional neural networks
(CNNs) for
image denoising
have recently attracted increasing research interest. However, plain networks cannot recover fine details for a complex task, such as real noisy image
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