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A curated list of resources for Image and Video Deblurring
Created
2019-07-17
380 commits to master branch, last one about a month ago
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
Created
2021-10-19
44 commits to main branch, last one 2 months ago
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
Created
2021-08-04
14 commits to main branch, last one 2 months ago
[CVPR 2021] Official PyTorch Implementation for "Iterative Filter Adaptive Network for Single Image Defocus Deblurring"
Created
2021-02-01
93 commits to main branch, last one 2 months ago
Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce d...
Created
2020-04-30
38 commits to master branch, last one 2 years ago
[CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation"
Created
2019-07-22
318 commits to master branch, last one 2 months ago
[CVPR Oral 2022] PyTorch Implementation for "Learning to Deblur using Light Field Generated and Real Defocused Images"
Created
2022-02-27
26 commits to main branch, last one about a year ago
[ICLR 2023] Selective Frequency Network for Image Restoration
Created
2023-04-12
17 commits to main branch, last one 7 months ago
Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer
Created
2023-02-01
35 commits to main branch, last one 5 days ago
[ICCV 2021] Official Tensorflow Implementation for "Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions"
Created
2021-08-27
18 commits to main branch, last one 2 years ago
Defocusによる画像ボケを利用した深度推定
Created
2023-03-24
169 commits to main branch, last one about a year ago
Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis...
Created
2020-12-04
13 commits to master branch, last one 2 years ago
Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorpo...
Created
2021-08-11
16 commits to main branch, last one 2 years ago