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
- 3. Unsupervised Single Image Denoising
- 3.1. Revisiting Blind Spot Denoising (BSD)
- 3.2. Diving Deep into Blind Spot Denoising
- 3.2.1 Impact of the masking ratio on BSD performance
- 3.2.2 Handling correlation with local pixel shuffling
- 3.2.3 Automated selection of the BSD masking ratio
- 3.3. MASH
- 4. Experiments
- 4.1. Experimental settings
- 4.2. Evaluation on real-world noise
- 5. Ablations
- 5.1. Influence of Adaptive Masking
- 5.2. Influence of Local Pixel Shuffling
- 5.3. Influence of the neighberhood size s
- 5.4. Computational Efficiency
- 6. Conclusion
前言
论文题目:Masked and Shuffled Blind Spot Denoising for Real-World Images —— 真实世界图像的掩模和洗牌盲点去噪
论文地址:Masked and Shuffled Blind Spot Denoising for Real-World Images
论文源码:https://github.com/hamadichihaoui/mash
CVPR 2024!
Abstract
我们介绍了一种基于盲点去噪原理的单图像去噪新方法&#