图像去噪与滤波

会议/期刊名称与缩写：
CVPR: IEEE Conference on Computer Vision and Pattern Recognition
ICCV: IEEE International Conference on Computer Vision
ECCV: European Conference on Computer Vision
TPAMI: IEEE Transactions on Pattern Analysis and Machine Intelligence
TIP: IEEE Transactions on Image Processing
ICIP: International Conference on Image Processing
NeurLPS: Neural Information Processing System

去噪与滤波基础

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· 图像噪声的种类

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· 图像去噪与滤波概览

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引导滤波(Guided Image Filtering)

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· 引导滤波及其代码实现(Guided Image Filtering)

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· 快速引导滤波及其代码实现(Fast Guided Filter)

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· 加权引导滤波(Weighted Guided Image Filtering)

· 相互地引导滤波(Mutually Guided Image Filtering)

· 梯度域引导滤波(Gradient Domain Guided Image Filtering)

· 非凸势能引导滤波(Robust Guided Image Filtering Using Nonconvex Potentials)

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深度学习去噪

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· Noise2Noise – Learning Image Restoration without Clean Data (2018 ICML)

· Noise2Void – Learning Denoising from Single Noisy Images (2018 CVPR)

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图像去雾算法(Haze Removal)

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· 单幅图像基于暗通道先验知识的去雾算法(2009 CVPR best paper)

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· Unpaired Image Dehazing With Physical-Guided Restoration and Depth-Guided Refinement(2022 CVPR)

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