VEM-NBD
by ysnan
Project page of the paper 'Variational-EM-based Deep Learning for Noise-blind Image Deblurring' (CVPR 2020)
AI summary
Image deblurring library
Provides pre-trained models and benchmark results for noise-blind image deblurring, allowing developers to test and compare different approaches.
- stars
- 14
- forks
- 0
- watching
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Image Deblurring Tools
Provides results and tools for image deblurring using CNNs to handle kernel uncertainty
Image Deconvolution Model
A repository providing pre-trained models and results for image deconvolution in the presence of kernel/model uncertainty
Image Deblurrer
An image deblurring technique based on frequency selection using machine learning models
Image Deblurring Algorithm
This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture
Deblurring model
Develops a deep learning model for single image deblurring with improved performance and computational efficiency
cszn/ircnn602
Image Restoration Library
This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods.
Object Deblurring
A deep learning framework for deblurring and recovering the shape of fast-moving objects from blurred images
Image deblurring model
A Python-based framework for training and evaluating deep learning models for single-image deblurring, shape, and trajectory recovery of fast-moving objects.
Image deblurring tool
Deblurs images by separating the degradation from the content information without paired training data
Image deblurring method
Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions.
Image Deblur Tool
This repository provides a Python implementation of a deep learning-based image deblurring algorithm.
Video deblurring algorithm
Deblurring algorithm for videos using a neural network
Face Deblurring Tool
A deep learning-based method to improve the quality of blurry face images by leveraging semantic segmentation and uncertainty guidance.
Image deblurring software
Implementation of an algorithm for single image deblurring in images with defocus blur
Image deblurring model
Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus