DeMFI

Image deblurring and frame interpolation algorithm

Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy

[ECCV 2022] Official repository of DeMFI.

GitHub

81 stars
5 watching
8 forks
Language: Python
last commit: over 3 years ago
computer-visionconvolutional-neural-networksdeblurringdeep-learningeccveccv2022low-level-visionoptical-flowpytorchpytorch-implementationvideo-deblurringvideo-frame-interpolation

Related projects:

RepositoryDescriptionStars
minyuanye/siunThis project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture164
zzh-tech/bitDevelops a deep learning-based method for deblurring images and videos from motion blur225
shuochsu/deepvideodeblurringRestores video frames to sharp clarity by predicting sharper central images from blurry input.192
shangwei5/d2netDevelops a framework to deblur video by leveraging non-consecutively blurry frames and proposes an event fusion module for improving deblurring performance.35
fangzhenxuan/ufpdeblurAn image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration.29
zhihongz/infwideA deep learning-based image deblurring method designed to handle low-light conditions13
deepmed-lab-ecnu/deeprft-aaai2023An image deblurring technique based on frequency selection using machine learning models18
huicongzhang/stdanDeblurring algorithm for videos using a neural network52
abdullah-abuolaim/defocus-deblurring-dual-pixelDeveloping a deep learning model to correct blurry images caused by camera shake or out-of-focus185
csjcai/dbcpenetDeblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions.20
hyeongseokson1/kpacAn implementation of a deep learning model for deblurring images affected by defocus.58
joanshen0508/ha_deblurA dataset and algorithm for deblurring images of moving scenes, specifically designed to handle dynamic blurs caused by camera movement and object motion.72
radimspetlik/si-ddpm-fmoA Python-based framework for training and evaluating deep learning models for single-image deblurring, shape, and trajectory recovery of fast-moving objects.5
jennyzu/bp-dip-deblurringA Python implementation of an image deblurring technique based on backprojection from a deep learning prior6
csbhr/cdvd-tspA video deblurring algorithm based on temporal sharpness prior using deep learning and cascaded inference process.261