Awesome Open Source

Programming Languages

Search results for image restoration

image-restoration x

165 search results found

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

PyTorch implementation of "Deep Plug-and-Play Prior for Hyperspectral Image Restoration" (Neurocomputing 2022)

Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'

Sparse Deconv Py ⭐ 24

Official Python implementation of the 'Sparse deconvolution'-v0.3.0

KBNet: Kernel Basis Network for Image Restoration

Jstasr Desnownet Eccv 2020 ⭐ 23

This is the project page of our paper which has been published in ECCV 2020.

A novel network for image reatoration. Mixed Hierarchy Network for Image Restoration.

This is an ESRGAN model trained specifically for upscaling GameCube and Wii textures, but it can of course be used for other textures from that period.

Awesome Face Restoration ⭐ 23

A curated list of recources (papers, repositories etc.) about blind face restoration / face hallucination methods.

Qc Stylegan ⭐ 22

QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)

An implementation of MemNet: A Persistent Memory Network for Image Restoration, ICCV2017

Ai Lossless Zoomer ⭐ 20

AI无损放大工具

Selective Residual M-Net for Real Image Denoising

Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

Dehazing Pmhld Patch Map Based Hybrid Learning Dehazenet For Single Image Haze Removal Tip 2020 ⭐ 19

This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-fo which has been accepted by IEEE Transaction on Image Processing 2020.

Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim

Optimaltransportmodeling ⭐ 17

The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

Super Resolution Meta Attention Networks ⭐ 17

Open source single image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art super-resolution models. Also acts as the companion code for the IEEE signal processing letters paper titled 'Improving Super-Resolution Performance using Meta-Attention Layers’.

Admm Diptv ⭐ 17

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

Image Restoration ⭐ 17

Image registration using pytorch

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

Deep Atrous Guided Filter ⭐ 16

Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).

Iterative Soft Shrinkage Sr ⭐ 15

[ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution

Focalnet ⭐ 15

[ICCV23] Focal Network for Image Restoration

This is the source code of PMS-Net: Robust Haze Removal Based on Patch Map for Single Images which has been published in CVPR 2019 Long Beach

2022 Cvpr Airnet ⭐ 14

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

[IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"

This is the official testing code of the baseline method presented at the CVPR 2023 NTIRE Real-Time 4K Super-Resolution Challenge. We provide model and pre-trained checkpoints.

Official repository for the paper "Image Deraining Transformer".

TensorFlow code for ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Fasterdip Devil In Upsampling ⭐ 12

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise Coefficient for De-quantization"

Awesome Neurips2023 Low Level Vision ⭐ 12

A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision

[AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration

Out-of-box Hyperspectral Image Restoration Toolbox and Benchmark

T2v Ddpm ⭐ 11

[IEEE FG'23] T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models

A Mountain-Shaped Single-Stage Network for Accurate Image Restoration

Sam Deblur ⭐ 11

Implementation of the paper SAM-Deblur: Let Segment Anything Boost Image Deblurring(ICASSP2024)

Low Light Image Enhancement Tutorial ⭐ 11

Small demo of MIRNet for low-light image enhancement using TensorFlow.

[TIM 2023] Multi-scale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration

Pttd Dehazing ⭐ 10

Official implementation of "Prompt-based test-time real image dehazing: a novel pipeline".

Shearlet Transform Tensorflow ⭐ 10

This is an implementation of Shearlet Transform (ST) for light field reconstruction using TensorFlow 1.x.

Enhance Anything ⭐ 10

Enhance and restore any things continuously with Segment Anything

Dehazing Locallyadaptive ⭐ 10

Single image-dehazing using locally adaptive processing

Official PyTorch implementation of "PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-Performance Cloud Removal from Multi-temporal Satellite Imagery" (ECAI 2023).

Pretrained Gans ⭐ 9

A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration

Image Processing Using Matlab ⭐ 8

Basics of image processing techniques like image manipulation, image enhancement, image segmentation, and many more using Matlab code

Enhanceimg ⭐ 8

Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……

[ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration

Srmnet Thesis ⭐ 8

Image Restoration thesis

Mof_dehazing ⭐ 7

Multi-scale Optimal Fusion Model for Single Image Dehazing （matlab code）

ERNet: Segmentation of Endoplasmic Reticulum microscopy images using modified CNN-based image restoration models.

Dehazing Gp ⭐ 6

Restoration of images degraded by haze using genetic programming

Panorama_image_inpainting ⭐ 6

This is a novel 360-degree panoramic image inpainting network using Generative Adversarial Networks(GANs).

Plug_and_play_admm ⭐ 6

A simple Pytorch implementation of plug and play ADMM with examples

Deep Physics-Guided Unrolling Generalization for Compressed Sensing (IJCV 2023) [PyTorch]

4k Video Converter ⭐ 6

Unwrap.jl ⭐ 5

Phase unwrapping in native Julia

Qab Pnp Admm Deconvolution ⭐ 5

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

Underwater image dewatering and restoration

Derain_oucd_net ⭐ 5

Official Pytorch Code for "Exploring Overcomplete Representations for Single Image Deraining using CNNs" - IEEE Journal of STSP

Torchepll ⭐ 5

EPLL implementation using pytorch

Lir For Unsupervised Ir ⭐ 5

This is an implementation for the CVPR2020 paper "Learning Invariant Representation for Unsupervised Image Restoration"

Related Searches

Python Image Restoration (104)

Deep Learning Image Restoration (49)

Pytorch Image Restoration (42)

Computer Vision Image Restoration (30)

Super Resolution Image Restoration (24)

101-165 of 165 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.