denoising

There are 10 repositories under denoising topic.

JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
compression-artifact-reduction deblocking decompression denoising image-deblocking image-denoising image-restoration image-sr image-super-resolution lightweight-image-super-resolution low-level-vision real-world-image-super-resolution restoration super-resolution transformer vision-transformer
Language:Python 4368
cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet
Language:Python 2905
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm deep-learning denoising diffusion diffusion-models generation generative-models machine-learning medical-imaging ncsn reconstruction score-based score-matching sde segmentation vae
1431
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
deblurring denoising low-level-vision restoration sr super-resolution transformer video video-deblurring video-denoising video-restoration video-sr video-super-resolution vision-transformer
Language:Python 1352
yu4u / noise2noise
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
convolutional-neural-networks deep-learning denoising keras noise2noise
Language:Python 1076
google-research / maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
image architecture image-processing computer-vision transformer mlp enhancement image-restoration restoration denoising deblurring dehazing deraining retouching low-level-vision image-enhancement
Language:Python 999
jbikker / lighthouse2
Lighthouse 2 framework for real-time ray tracing
opengl optix rtx raytracer gpu cuda cuda-opengl real-time rendering rendersystem rendering-engine render game-engine gamedev glfw gltf gltf-viewer path-tracing svgf denoising
Language:C++ 833
thekevinscott / UpscalerJS
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale
Language:TypeScript 787
dipy / dipy
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.
diffusion-mri dti tractography tractometry registration denoising spherical-harmonics dki tracking contextual-enhancement neuroanatomy neuroimaging medical-imaging microstructure machine-learning python bundles segmentation patch2self self-supervised-learning
Language:Python 702
TrueTrace-Unity-Pathtracer
Pjbomb2 / TrueTrace-Unity-Pathtracer
A High Performance Compute Shader Based Mesh Pathtracer in Unity3d without RT Cores
compute-shader hlsl cwbvh path-tracing bvh unity3d refit unity nee raytracing restir-gi disney-bsdf realtime denoising global-illumination gpu rtx oidn panorama bindless
Language:C# 665
DarrenPan / Awesome-CVPR2024-Low-Level-Vision
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
low-level super-resolution denoising image-compression image-restoration image-inpainting image-generation image-enhancement
649
ray-tracing-renderer
hoverinc / ray-tracing-renderer
[UNMAINTAINED] Real-time path tracing on the web with three.js
path-tracing ray-tracing global-illumination webgl2 bvh threejs denoising real-time webgl
Language:JavaScript 644
cszn / DPIR
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
demosaicing denoising plug-and-play super-resolution
Language:Python 639
mv-lab / swin2sr
[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
compression compression-artifact-reduction computer-vision deblocking deep-learning denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution swin2sr swinir transformer vision-transformer
Language:Python 575
Algolzw / image-restoration-sde
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
deblurring dehazing denoising deraining diffusion-models image-restoration inpainting pytorch score-based stochastic-differential-equations super-resolution
Language:Python 558
Audio-WestlakeU / FullSubNet
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
speech-enhancement speech-processing speech-separation pytorch pretrained-model paper full-band sub-band single-channel noise-reduction denoising audio band narrow-band reproducible-research speech
Language:Python 538
mv-lab / InstructIR
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems low-light-image-enhancement multimodal neural-network photography prompt super-resolution language-model multi-task pytorch
Language:Jupyter Notebook 493
cszn / SRMD
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
cnn deep-learning denoising image-degradation matconvnet matlab non-blind regression sisr super-resolution
Language:MATLAB 427
swz30 / MIRNetv2
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami
Language:Python 410
DmitryRyumin / ICASSP-2023-24-Papers
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!
asr denoising domain-adaptation face-recognition icassp icassp2023 keyword-spotting language-modeling self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition vad generative-models image-generation music-generation spoken-language-understanding multimodal-learning icassp2024
Language:Python 367
JingyunLiang / RVRT
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
video super-resolution transformer restoraton deblurring denoising low-level-vision sr video-deblurring video-denoising video-super-resolution video-restoration video-sr vision-transformer
Language:Python 356
mv-lab / AISP
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
computational-photography computer-vision deep-learning image-processing inverse-problems isp low-level-vision eccv2022 cvpr2022 aim mobile-ai ntire raw-image reversed-isp deblurring denoising image-enhancement image-restoration
Language:Jupyter Notebook 343
Srameo / LED
[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
deep-learning denoising fast-deploy fewshot low-light noise-modeling pytorch raw raw-image unet
Language:Python 309
joeylitalien / noise2noise-pytorch
PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)
deep-learning denoising pytorch
Language:Python 297
victorca25 / traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
bsrgan cartoonization convolutional-neural-networks cyclegan deblurring denoising esrgan image-restoration pix2pix real-esrgan real-sr srflow super-resolution upscale
Language:Python 287
guochengqian / TENet
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
demosaicing denoising pytorch super-resolution
Language:Python 283
glslSmartDeNoise
BrutPitt / glslSmartDeNoise
Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable
glsl filter denoise denoising gaussian
Language:C++ 252
flwmxd / LuxGI
Hybrid GI solution, based on DDGI ( include Ray-Tracing and SDF-Tracing )
ddgi global-illumination vulkan sdfgi raytracing sdfddgi realtime-raytracing realtime-renderer game-engine hybrid-renderer opengl ray-tracing sdf denoising svgf
Language:C++ 246
Ryanshuai / BM3D_py
pure Python implementation of BM3D
bm3d denoising python
Language:Python 239
haofanwang / Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
computer-vision deep-learning awesome-list paper vision-project vision-and-language trajectory-prediction interpretability video-analysis pose-estimation graph-neural-network adversarial-attacks 3d-vision automl gan transfer-learning object-detection super-resolution denoising
216
Fried-Rice-Lab / FriedRiceLab
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.
basicsr pytorch image-restoration super-resolution denoising deep-learning python eswt
Language:Python 205
Audio-WestlakeU / NBSS
The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation
pytorch separation speech multi-channel narrow-band full-band denoising dereverberation enhancement
Language:Python 202
rishikksh20 / hifigan-denoiser
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
denoiser denoising wavenet hifigan speech speech-processing waveform pytorch python gan
Language:Python 202
Yang-Liu1082 / InvDN
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
cvpr2021 denoising pytorch
Language:Python 188
DarrenPan / Awesome-ICCV2023-Low-Level-Vision
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
deblurring denoising image image-enhancement image-generation image-inpainting image-restoration low-level-vision super-resolution
187
hejingwenhejingwen / AdaFM
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
adafm cvpr2019 cvpr2019-oral denoising image-restoration low-level-vision pytorch super-resolution
Language:Python 184

denoising

JingyunLiang / SwinIR

cszn / KAIR

amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging

JingyunLiang / VRT

yu4u / noise2noise

google-research / maxim

jbikker / lighthouse2

thekevinscott / UpscalerJS

dipy / dipy

Pjbomb2 / TrueTrace-Unity-Pathtracer

DarrenPan / Awesome-CVPR2024-Low-Level-Vision

hoverinc / ray-tracing-renderer

cszn / DPIR

mv-lab / swin2sr

Algolzw / image-restoration-sde

Audio-WestlakeU / FullSubNet

mv-lab / InstructIR

cszn / SRMD

swz30 / MIRNetv2

DmitryRyumin / ICASSP-2023-24-Papers

JingyunLiang / RVRT

mv-lab / AISP

Srameo / LED

joeylitalien / noise2noise-pytorch

victorca25 / traiNNer

guochengqian / TENet

BrutPitt / glslSmartDeNoise

flwmxd / LuxGI

Ryanshuai / BM3D_py

haofanwang / Awesome-Computer-Vision

Fried-Rice-Lab / FriedRiceLab

Audio-WestlakeU / NBSS

rishikksh20 / hifigan-denoiser

Yang-Liu1082 / InvDN

DarrenPan / Awesome-ICCV2023-Low-Level-Vision

hejingwenhejingwen / AdaFM