degradation-model

There are 1 repository under degradation-model topic.

cszn / USRNet
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
super-resolution deblurring end-to-end-learning degradation-model gaussian-kernel motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability sisr
Language:Python 880
cszn / SCUNet
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
degradation-model image-denoising real-world-image-denoising blind-image-denoising practical-image-denoising
Language:Python 697
ngchc / CameraSR
Camera Lens Super-Resolution in CVPR 2019
image-super-resolution degradation-model deep-learning application-insights
Language:Python 171
miccunifi / ARNIQA
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
biqa blind-image-quality-assessment degradation-model image-degradation image-quality-assessment iqa low-level-vision no-reference-image-quality-assessment nr-iqa resnet self-supervised-learning simclr contrastive-learning deep-learning fr-iqa full-reference-image-quality-assessment full-reference-iqa image-processing image-quality computer-vision
Language:Python 127
DocCreator / DocCreator
DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation
document-image groundtruth degradation-model data-augmentation diar ocr
Language:C++ 118
miccunifi / TAPE
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
clip computer-vision low-level-vision swin-transformer unet video-restoration analog-videos convolutional-neural-networks deep-learning degradation-model transformer vgg video-processing video-quality
Language:Python 46
liangliangzhuang / Degradation-process-in-reliability
汇总退化过程在可靠性中应用代码。
degradation-model
Language:HTML 10
kevinrussellmoy / pmp-mg
Implementation of Pontryagin's Minimum Principle for microgrid energy storage control
pontryagin-maximum-principle pontryagin microgrid control battery degradation-model optimal-control equivalent-circuit-model
Language:MATLAB 8
Malav5372 / SupernovaSR
Explore Super Image Resolution through sophisticated degradation modeling. Explore this approach to enhance real image quality and elevate your image enhancement capabilities.
deep-learning degradation-model image-enhancement image-processing noise-reduction python single-image-super-resolution super-resolution
Language:Python 8
lafith / SISR-Degradation-Model
degradation degradation-model super-resolution
Language:Python 1
jan-pieter-engineering / Drug-Delivery-From-Nanopharmaceuticals
Simulation of Drug Delivery Diffusion Processes in Polymer-Based Nanopharmaceuticals considering Matrix Degradation using FEniCS Legacy.
degradation-model diffusion diffusion-coefficient fenics finite-element-methods legacy-fenics modeling gentamicin nanopharmaceuticals polylacetic-acid biodegradability
Language:Python
kevinrussellmoy / cs-230-final-project
Final Project for CS 230: Deep Learning. Project title: Deep Learning Approaches to State-of-Health Estimation
battery deep-learning degradation-model
Language:Jupyter Notebook