The Resource of Image Deblurring and Video Deblurring

参考链接：https://github.com/CVHW/Deblurring
A currated list of resources for Image and Video Deblurring

Single-Image-Blind-Motion-Deblurring (non-DL)

• 2006-TOG - Removing camera shake from a single photograph. [Paper][Code & Project page]

• 2007-CVPR - Single image motion deblurring using transparency. [Paper]

• 2008-CVPR - Psf estimation using sharp edge prediction. [Paper][Project page]

• 2008-TOG - High-quality motion deblurring from a single image. [Paper][Code & Project page]

• 2009-TOG - Fast motion deblurring. [Paper]

• 2009-CVPR - Image deblurring and denoising using color priors. [Paper][Project page]

• 2010-CVPR - Efficient ̈filter flow for space-variant multiframe blind deconvolution. [Paper]

• 2010-CVPR - Non-uniform deblurring for shaken images. [Paper][Code & Project page]

• 2010-ECCV - Single image deblurring using motion density functions. [Paper][Project page]

• 2010-ECCV - Two-phase kernel estimation for robust motion deblurring. [Paper][Code & Project page]

• 2010-NIPS - Space-variant single-image blind deconvolution for removing camera shake. [Paper]

• 2011-CVPR - Blind deconvolution using a normalized sparsity measure. [Paper][Code & Project page]

• 2011-CVPR - Blur kernel estimation using the radon transform. [Paper][Code]

• 2011-ICCV - Fast removal of non-uniform camera shake. [Paper]

• 2012-ECCV - Blur-kernel estimation from spectral irregularities. [Paper]

• 2013-CVPR - Unnatural L0 sparse representation for natural image deblurring. [Paper][Code & Project page]

• 2013-CVPR - Handling noise in single image deblurring using directional filters. [Paper]

• 2013-NIPS - Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty. [Paper][Project page]

• 2013-ICCV - Dynamic Scene Deblurring. [Paper]

• 2013-ICCP - Edge-based blur kernel estimation using patch priors. [Paper][Project page, Results & Dataset]

• 2014-CVPR - Deblurring Text Images via L0 -Regularized Intensity and Gradient Prior. [Paper][Code & Project page]

• 2014-CVPR - Segmentation-Free Dynamic Scene Deblurring. [Paper]

• 2014-CVPR - Separable Kernel for Image Deblurring. [Paper]

• 2014-CVPR - Deblurring Low-light Images with Light Streaks. [Paper][Code & Project page]

• 2014-ECCV - Hybrid Image Deblurring by Fusing Edge and Power Spectrum Information. [Paper]

• 2014-ECCV - Deblurring Face Images with Exemplars. [Paper][Code & Project page]

• 2014-ECCV - Blind deblurring using internal patch recurrence. [Paper][Code & Project page]

• 2014-NIPS - Scale Adaptive Blind Deblurring. [Paper][Project page]

• 2015-CVPR - Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation. [Paper][Project page]

• 2015-CVPR - Kernel Fusion for Better Image Deblurring. [Paper][Project page]

• 2015-ICCV - Class-Specific Image Deblurring. [Paper][Project page & Code]

• 2016-CVPR - Blind image deblurring using dark channel prior. [Paper][Code & Project page]

• 2016-CVPR - Robust Kernel Estimation with Outliers Handling for Image Deblurring. [Paper][Code]<