Dual-Pixel-Exploration-Simultaneous-Depth-Estimation-and-Image-Restoration
Depth restoration system
Develops a system to estimate depth and restore images simultaneously using dual-pixel exploration.
CVPR 2021
36 stars
5 watching
9 forks
Language: Python
last commit: over 4 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
| panpanfei/phase-only-image-based-kernel-estimation-for-blind-motion-deblurring | Develops an algorithm to remove motion blur from images using phase-only image-based kernel estimation | 28 |
| panpanfei/bringing-a-blurry-frame-alive-at-high-frame-rate-with-an-event-camera | Software tool for reconstructing high frame rate video from event camera data | 101 |
 sunset1995/panoplane360 | A Python framework for reconstructing 3D indoor panoramas from single images using divide and conquer methods | 53 |
 swz30/mprnet | A deep learning model designed to progressively restore degraded images by iteratively refining the degradation and its representation in the image | 1,197 |
 hongwenzhang/pymaf | Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation | 600 |
 siavashbigdeli/dmsp | A MATLAB implementation of an image restoration algorithm based on a deep mean-shift prior | 33 |
 fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 29 |
 chengzhag/deeppanocontext | A PyTorch-based framework for 3D scene understanding with holistic context graph and relation-based optimization in panoramic images | 90 |
 zhengpeng7/birefnet | An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 |
 zhendongwang6/uformer | An implementation of a deep learning model for restoring images in various conditions | 817 |
 xlearning-scu/2022-cvpr-airnet | Restores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework | 176 |
 abdullah-abuolaim/defocus-deblurring-dual-pixel | Developing a deep learning model to correct blurry images caused by camera shake or out-of-focus | 185 |
 algolzw/daclip-uir | This project controls vision-language models to restore degraded images in various environments and conditions. | 673 |
 bychelsea/cmos | This project provides a PyTorch implementation of a blind image super-resolution model using space-variant blur estimation. | 9 |
| 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 |