【图像去噪】论文精读:Enhanced CNN for image denoising(ECNDNet)
请先看【专栏介绍文章】:【图像去噪(Image Denoising)】关于【图像去噪】专栏的相关说明,包含适配人群、专栏简介、专栏亮点、阅读方法、定价理由、品质承诺、关于更新、去噪概述、文章目录、资料汇总、问题汇总(更新中)
文章目录
- 前言
- Abstract
- 1 Introduction
- 2 Related work
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- 2.1 BN and residual learning
- 2.2 Dilated convolution
- 3 Proposed denoising method
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- 3.1 Network architecture
- 3.2 Discussion
- 4 Experimental results
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- 4.1 Experimental setting
- 4.2 ECNDNet for grey image denoising
- 5 Run time
- 6 Conclusion
前言
论文题目:Enhanced CNN for image denoising —— 用于图像去噪的增强CNN
论文地址:Enhanced CNN for image denoising
论文源码:https://github.com/hellloxiaotian/ECNDNet
CAAI Transactions on Intelligence Technology, 2019!
Abstract
由于深度卷积神经网络 (CNN) 的灵活架构已成功用于图像去噪。然而,它们存