edge-based-dfe-tip2018
Image processing algorithm
An image processing project implementing edge-based defocus blur estimation with adaptive scale selection
A. Karaali, CR. Jung, "Edge-Based Defocus Blur Estimation with Adaptive Scale Selection", IEEE Transactions on Image Processing (TIP 2018), 2018
18 stars
0 watching
10 forks
Language: Python
last commit: almost 2 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 deepmed-lab-ecnu/deeprft-aaai2023 | A deep learning-based image deblurring system that explores the impact of frequency selection on restoration quality | 18 |
 codeslake/ifan | Implementation of an algorithm for single image deblurring in images with defocus blur | 227 |
 abdullah-abuolaim/defocus-deblurring-dual-pixel | Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus | 185 |
| 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 |
 minyuanye/siun | This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture | 162 |
 wdzhao123/apl | Develops a deep learning-based method to detect and remove defocus blur from images | 16 |
 panpanfei/phase-only-image-based-kernel-estimation-for-blind-motion-deblurring | Develops an algorithm to remove blur from images caused by camera motion | 26 |
 fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 28 |
| codeslake/dmenet | A deep learning implementation of defocus map estimation using domain adaptation | 123 |
 joanshen0508/ha_deblur | A dataset and algorithm for deblurring images of moving scenes, specifically designed to handle dynamic blurs caused by camera movement and object motion. | 72 |
 csjcai/dbcpenet | Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions. | 20 |
 guillermocarbajal/nonuniformblurkernelestimation | Estimates blur kernels from images to remove motion blur | 40 |
 siavashbigdeli/dmsp | A MATLAB implementation of an image restoration algorithm based on a deep mean-shift prior | 33 |
 pp00704831/stripformer-eccv-2022- | An implementation of an image deblurring algorithm using a transformer-based model | 93 |
 jihyongoh/demfi | Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy | 81 |