PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O...

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Page 1: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 2: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 3: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 4: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 5: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 6: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 7: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 8: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 9: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 10: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 11: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 12: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 13: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 14: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 15: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 16: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 17: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 18: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 19: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 20: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 21: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 22: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 23: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 24: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 25: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 26: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 27: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 28: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 29: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise
Page 30: PowerPoint Presentation€¦ · Optimal parameter estimation for the Tikhonov filter and the ... O Different methods of deblurring an image depending on the blur and noise

Anton Tikhonov / Saint-Petersburg State University

Anton Tikhonov / Saint-Petersburg State University

Gated Fusion Network for Joint Image Deblurring and Super ... · Motion deblurring. Conventional image deblurring approaches [2,24,30,31,33,39] assume that the blur is uniform and

Gated Fusion Network for Joint Image Deblurring and Super ... · Motion deblurring. Conventional image deblurring approaches [2,24,30,31,33,39] assume that the blur is uniform and

Blind Image Blur Estimation via Deep LearningMAGE blur is a major source of image degradation, and deblurring has been a popular research topic in the field of image processing. Various

Blind Image Blur Estimation via Deep LearningMAGE blur is a major source of image degradation, and deblurring has been a popular research topic in the field of image processing. Various

Blur-Invariant Deep Learning for Blind-Deblurringopenaccess.thecvf.com/content_ICCV...Deep_Learning... · Blur-Invariant Deep Learning for Blind-Deblurring ... representation that

Blur-Invariant Deep Learning for Blind-Deblurringopenaccess.thecvf.com/content_ICCV...Deep_Learning... · Blur-Invariant Deep Learning for Blind-Deblurring ... representation that

Recent advances in deblurring and image stabilization - avcr.czzoi.utia.cas.cz/files/ASI2008slides.pdf · Talk outline • How to describe the blur? (convolution, velocity field,

Recent advances in deblurring and image stabilization - avcr.czzoi.utia.cas.cz/files/ASI2008slides.pdf · Talk outline • How to describe the blur? (convolution, velocity field,

Image Deblurring

Image Deblurring

High-quality Motion Deblurring from a Single Imagejiaya.me/papers/deblur_siggraph08.pdf · deconvolution. Shift-invariant motion blur is commonly modeled as a convolution process

High-quality Motion Deblurring from a Single Imagejiaya.me/papers/deblur_siggraph08.pdf · deconvolution. Shift-invariant motion blur is commonly modeled as a convolution process

PORTFOLIO SELECTION USING TIKHONOV FILTERING TO

PORTFOLIO SELECTION USING TIKHONOV FILTERING TO

TIKHONOV REGULARIZATION FOR FUNCTIONAL - Adres

TIKHONOV REGULARIZATION FOR FUNCTIONAL - Adres

Deblurring text From theory towards an implementation · foundation necessary to understand the deblurring approach in Chapter 3. Next, we provide an in-depth discussion of the blur

Deblurring text From theory towards an implementation · foundation necessary to understand the deblurring approach in Chapter 3. Next, we provide an in-depth discussion of the blur

AN ITERATIVE DENOISING AND BACKWARD PROJECTIONS … - ICIP Slides.pdf · IDBP –advantages for blind-deblurring Most blind-deblurring methods: 1. estimate only the blur kernel 2.

AN ITERATIVE DENOISING AND BACKWARD PROJECTIONS … - ICIP Slides.pdf · IDBP –advantages for blind-deblurring Most blind-deblurring methods: 1. estimate only the blur kernel 2.

Space-Variant Image Deblurring on Smartphones using ......Sindelar et al. [2] tested simple deconvolution running on smartphones, but they have considered only space-invariant blur,

Space-Variant Image Deblurring on Smartphones using ......Sindelar et al. [2] tested simple deconvolution running on smartphones, but they have considered only space-invariant blur,

NTIRE 2020 Challenge on Image and Video Deblurring · Xin Li Sen Liu Zhibo Chen Saikat Dutta Sourya Dipta Das Shivam Garg Daniel Sprague Bhrij Patel Thomas Huck Abstract Motion blur

NTIRE 2020 Challenge on Image and Video Deblurring · Xin Li Sen Liu Zhibo Chen Saikat Dutta Sourya Dipta Das Shivam Garg Daniel Sprague Bhrij Patel Thomas Huck Abstract Motion blur

Spatio-Temporal Filter Adaptive Network for Video Deblurring · non-uniform blur, the method [7] and [27] estimate differ-ent blur kernels for different segmented the image patches.

Spatio-Temporal Filter Adaptive Network for Video Deblurring · non-uniform blur, the method [7] and [27] estimate differ-ent blur kernels for different segmented the image patches.

Non-uniform Deblurring for Shaken Images · Blur from camera shake is mostly due to the 3D rota-tion of the camera, resulting in a blur kernel that can be significantly non-uniform

Non-uniform Deblurring for Shaken Images · Blur from camera shake is mostly due to the 3D rota-tion of the camera, resulting in a blur kernel that can be significantly non-uniform

A Practical Guide to Deconvolution of Fluorescence ... · Deconvolution of Fluorescence Imagery remove the blur and haze from the observed dataset. The most well-known deblurring

A Practical Guide to Deconvolution of Fluorescence ... · Deconvolution of Fluorescence Imagery remove the blur and haze from the observed dataset. The most well-known deblurring

Image Priors for Image Deblurring with Uncertain Blur - Computer

Image Priors for Image Deblurring with Uncertain Blur - Computer

DEBLURRING OPTIMIZATION THROUGH SEPARABLE BLUR KERNELvision.ouc.edu.cn/valse/slides/20141010/LuFang_ppt_VALSE.pdf · DEBLURRING. OPTIMIZATION THROUGH SEPARABLE BLUR KERNEL. 2 ...

DEBLURRING OPTIMIZATION THROUGH SEPARABLE BLUR KERNELvision.ouc.edu.cn/valse/slides/20141010/LuFang_ppt_VALSE.pdf · DEBLURRING. OPTIMIZATION THROUGH SEPARABLE BLUR KERNEL. 2 ...

Max Planck Institute for Intelligent Systems Seoul ... · arXiv:1611.09572v1 [cs.CV] 29 Nov 2016 Occlusion-Aware Video Deblurring with a New Layered Blur Model Byeongjoo Ahn1,*, Tae

Max Planck Institute for Intelligent Systems Seoul ... · arXiv:1611.09572v1 [cs.CV] 29 Nov 2016 Occlusion-Aware Video Deblurring with a New Layered Blur Model Byeongjoo Ahn1,*, Tae

Depth Estimation and Blur Removal ... - saeed-anwar.github.io · S. ANWAR, Z. HAYDER, F. PORIKLI: DEPTH ESTIMATION AND DEBLURRING 1 Depth Estimation and Blur Removal from a Single

Depth Estimation and Blur Removal ... - saeed-anwar.github.io · S. ANWAR, Z. HAYDER, F. PORIKLI: DEPTH ESTIMATION AND DEBLURRING 1 Depth Estimation and Blur Removal from a Single