DHDE_CVPR17
Defocus estimator
An image processing algorithm for estimating the defocus of an image
A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation
59 stars
9 watching
17 forks
Language: MATLAB
last commit: about 5 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 codeslake/dmenet | A deep learning implementation of defocus map estimation using domain adaptation | 123 |
| codeslake/syndof | An implementation of a defocus map estimation technique using domain adaptation and synthetic data generation | 53 |
 panda5mt/depth_estimate_blur | This project develops software for depth estimation using defocus blur in images captured by automotive cameras. | 54 |
 shangcai1/sg | An implementation of an image defocus blur detection system using adversarial discriminators | 23 |
 vinthony/depth-distillation | Develops a method to automatically detect and estimate defocus blur in images using depth distillation | 66 |
 hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |
 abdullah-abuolaim/defocus-deblurring-dual-pixel | Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus | 185 |
 marcelampc/d3net_depth_estimation | A PyTorch implementation of a deep neural network architecture for estimating depth from defocus blur images | 118 |
| abdullah-abuolaim/recurrent-defocus-deblurring-synth-dual-pixel | This project provides tools and models to generate realistic data for camera systems with defocus blur, aiming to improve image deblurring techniques. | 49 |
 zhangxinxinpku/defocus-deblurring | Restores images degraded by camera lens flares and defocus effects to their original state | 14 |
 alikaraali/edge-based-dfe-tip2018 | An image processing project implementing edge-based defocus blur estimation with adaptive scale selection | 18 |
 spaceml-org/ml4floods | An end-to-end machine learning pipeline for flood extent estimation from satellite images | 139 |
 fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 28 |
| codeslake/ifan | Implementation of an algorithm for single image deblurring in images with defocus blur | 227 |
 wdzhao123/apl | Develops a deep learning-based method to detect and remove defocus blur from images | 16 |