Deep-Semantic-Face-Deblurring
Face deblurring model
Develops a deep learning-based deblurring technique for face images using semantic parsing and multiple loss functions.
Deep Semantic Face Deblurring
46 stars
3 watching
11 forks
Language: MATLAB
last commit: over 4 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 rajeevyasarla/umsn-face-deblurring | A deep learning-based method to improve the quality of blurry face images by leveraging semantic segmentation and uncertainty guidance. | 118 |
 minyuanye/siun | This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture | 162 |
 deepmed-lab-ecnu/deeprft-aaai2023 | A deep learning-based image deblurring system that explores the impact of frequency selection on restoration quality | 18 |
 zhihongz/infwide | A deep learning-based image deblurring method designed to handle low-light conditions | 13 |
 hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |
 seungjunnah/deepdeblur_release | A deep learning-based image deblurring system designed to remove blur from dynamic scenes. | 681 |
 hdcvlab/deblurring-by-realistic-blurring | A Python implementation of a deblurring model using realistic blurring techniques. | 63 |
 csjcai/dbcpenet | Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions. | 20 |
 cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 600 |
 chosj95/mimo-unet | Develops a deep learning model for single image deblurring with improved performance and computational efficiency | 373 |
 rozumden/defmo | A deep learning framework for deblurring and recovering the shape of fast-moving objects from blurred images | 170 |
 fayolle/bbdeblur | Provides MATLAB implementation of reverse filtering methods for deblurring noisy images | 3 |
 dasongli1/learning_degradation | An implementation of learning-based image deblurring using degradation representations | 58 |
 rwenqi/3dfacedeblurring | A method for deblurring face videos by leveraging 3D facial priors to account for facial structure and identity information. | 42 |
 radimspetlik/si-ddpm-fmo | A Python-based framework for training and evaluating deep learning models for single-image deblurring, shape, and trajectory recovery of fast-moving objects. | 5 |