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Search results for denoising
denoising
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164 search results found
Swinir
⭐
4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
Kair
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2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Awesome Diffusion Models In Medical Imaging
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923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
Vrt
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882
VRT: A Video Restoration Transformer (official repository)
Upscalerjs
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728
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
Lighthouse2
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711
Lighthouse 2 framework for real-time ray tracing
Noise2noise
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703
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Dipy
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647
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
Awesome Cvpr2023 Low Level Vision
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587
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
Maxim
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581
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Ray Tracing Renderer
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557
[UNMAINTAINED] Real-time path tracing on the web with three.js
Truetrace Unity Pathtracer
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531
A passion projects that has been going on for awhile, finally at a place where I feel comfortable tentatively uploading it to Github for others
Fullsubnet
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443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Dpir
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405
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
Srmd
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345
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Swin2sr
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303
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr
Image Restoration Sde
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299
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Tenet
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237
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
Led
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219
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
Trainner
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198
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
Awesome Computer Vision
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186
Awesome Resources for Advanced Computer Vision Topics
Glslsmartdenoise
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161
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
Awesome Iccv2023 Low Level Vision
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158
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
Luxgi
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152
Hybrid GI solution, based on DDGI ( include Ray-Tracing and SDF-Tracing )
Python Meegkit
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149
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
Topaz
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146
Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.
Friedricelab
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143
Official repository of the Fried Rice Lab, including code resources of the following our works: ESWT [arXiv], etc. This repository also implements many useful features and out-of-the-box image restoration models.
Awesome Eccv2022 Low Level Vision
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141
A Collection of Papers and Codes in ECCV2022 about low level vision
Icassp 2023 Papers
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139
ICASSP 2023 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023 conference. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!
Tensorflow Mnist Cvae
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134
Tensorflow implementation of conditional variational auto-encoder for MNIST
Adafm
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130
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
Aisp
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122
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering @ NTIRE CVPR 2023, AIM 2022 Reversed ISP Challenge @ ECCV, Model-Based Image Signal Processors via Learnable Dictionaries (AAAI 22)
Noise2noise Pytorch
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122
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
Maxim Pytorch
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117
[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
Mirnetv2
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113
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
Ilo
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111
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
Blind2unblind
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110
This is an official implementation of the CVPR2022 paper "Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots".
Bm3d_py
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105
pure Python implement of BM3D
Aydin
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104
Aydin — User-friendly, Fast, Self-Supervised Image Denoising for All.
Pngan
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103
"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)
Pmn
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99
[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)
Ddm2
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98
Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models, ICLR2023
Idr
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95
Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)
Cbdnet Pytorch
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91
PyTorch implementation of CBDNet.
Sagan
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87
Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network
Restoring Extremely Dark Images In Real Time
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86
The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"
Maxim Tf
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85
Implementation of MAXIM in TensorFlow.
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Wavenet Enhancement
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84
Speech Enhancement using Bayesian WaveNet
Rankpruning
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79
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
Rvrt
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79
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
Noise Synthesis
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78
Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)
Bbcu
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71
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
Mitk Diffusion
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56
MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit
Dvdnet
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55
DVDnet: A Simple and Fast Network for Deep Video Denoising
Dmrdenoise
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54
⛄ Differentiable Manifold Reconstruction for Point Cloud Denoising (ACM MM 2020)
Qmritools
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53
Processing and visualization tools for quantitative MRI data
Cresmd
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52
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Deep_demosaick
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51
Iterative Residual Network for Deep Joint Image Demosaicking and Denoising
3d Pointcloud Denoising
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48
A paper list of 3D Point Cloud Denoising
Support
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46
Accurate denoising of voltage imaging data through statistically unbiased prediction, Nature Methods.
Napari Hub
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46
Discover, install, and share napari plugins
Bjdd_cvpr21
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41
This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.
Ccpi Regularisation Toolkit
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40
The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks
Dhdn
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40
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
Cbdnet Tensorflow
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38
An unofficial implementation of CBDNet by Tensorflow.
Usaid
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35
[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"
Awesome Aaai2023 Low Level Vision
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35
A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision
Shabby Pages
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34
ShabbyPages is a state-of-the-art corpus of born-digital document images with both ground truth and distorted versions appropriate for use in training models to reverse distortions and recover to original denoised documents.
Randomly
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33
A Library for Denoising Single-Cell Data with Random Matrix Theory
Wcmc
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31
Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction [Cho et al. SIGGRAPH 2021]
Voice Denoising An
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31
A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The base architecture is adapted from Pix2Pix.
Exposurediffusion
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29
[ICCV 2023] ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
Pre Training Via Denoising
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29
Official implementation of pre-training via denoising for TorchMD-NET
Pytorch Recurrent Ae Siggraph17
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29
Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder' , https://research.nvidia.com/publication/interactiv
Impartial
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28
Interactive deep learning whole-cell segmentation and thresholding using partial annotations
Chunky Denoiser
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28
A denoising plugin for Chunky.
Cpce 3d
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27
Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
Ecg Denoise
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26
Denoise of ECG signal with machine learning
Trainable Bilateral Filter Source
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24
This is our implementation of a trainable bilateral filter layer (PyTorch)
Jstasr Desnownet Eccv 2020
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23
This is the project page of our paper which has been published in ECCV 2020.
Hsi Sdecnn
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23
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
Wavelet Denoiser
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23
A wavelet audio denoiser done in python
Incode
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23
[WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Gpdnet
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22
Learning Graph-Convolutional Representations for Point Cloud Denoising (ECCV 2020)
Hifigan Denoiser
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22
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Hanami Release
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21
Live translator that captures any audio that comes from a WINDOWS speaker or microphone and translates it to the desired language.
Sar2sar
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20
SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory
Dbmap
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20
A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.
Invdn
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19
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
Dehazing Pmhld Patch Map Based Hybrid Learning Dehazenet For Single Image Haze Removal Tip 2020
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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.
Speckle2void
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19
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
Maxim
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18
[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim
Iterativepfn
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18
Official code implementation for the paper "IterativePFN: True Iterative Point Cloud Filtering" (published in CVPR 2023).
Awesome Neurips2023 Low Level Vision
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17
A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision
Hsi_denoising_sure_cnn
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17
Codes for the paper "Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks", published in IEEE TGRS Vol. 59, Issue 4, 2020.
Mirnet Keras
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17
Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020
Optimaltransportmodeling
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17
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
Awesome Speech Enhancement
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16
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
Nind Denoise
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16
Image denoising using the Natural Image Noise Dataset
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