5 results found Sort:

cszn
USRNet cszn
115
871
unknown
39
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
sisr deblurring blur-kernels noise-levels motion-kernel scale-factors bicubic-kernels gaussian-kernel generalizability super-resolution degradation-model end-to-end-learning unfolding-algorithm
Created 2020-02-28
204 commits to master branch, last one about a year ago
cszn
SCUNet cszn
69
669
apache-2.0
17
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
image-denoising degradation-model blind-image-denoising practical-image-denoising real-world-image-denoising
Created 2022-01-26
49 commits to main branch, last one about a year ago
miccunifi
ARNIQA miccunifi
3
119
other
8
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
iqa biqa fr-iqa nr-iqa resnet simclr deep-learning image-quality computer-vision image-processing low-level-vision degradation-model image-degradation full-reference-iqa contrastive-learning image-quality-assessment self-supervised-learning blind-image-quality-assessment no-reference-image-quality-assessment full-reference-image-quality-assessment
Created 2023-10-19
39 commits to main branch, last one about a month ago
DocCreator
DocCreator DocCreator
24
116
lgpl-3.0
6
DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation
ocr diar groundtruth document-image data-augmentation degradation-model
Created 2017-10-20
323 commits to master branch, last one about a year ago
miccunifi
TAPE miccunifi
1
42
other
12
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
vgg clip unet transformer analog-videos deep-learning video-quality computer-vision low-level-vision swin-transformer video-processing degradation-model video-restoration convolutional-neural-networks
Created 2023-10-19
25 commits to main branch, last one 10 months ago