Topic: image-denoising Goto Github

👇 Here are 270 public repositories matching this topic...

491506870 / pridnet
image-denoising,Code for the paper "Pyramid Real Image Denoising Network"
User: 491506870
cnn deep-learning image-denoising real-noise tensorflow

algolzw / daclip-uir
image-denoising,[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
User: algolzw
Home Page: https://algolzw.github.io/daclip-uir
diffusion-models image-restoration prompt vision-language face-inpainting image-deblurring image-dehazing image-denoising image-deraining image-desnowing

bumjunpark / dhdn
image-denoising,PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
User: bumjunpark
denoising ntire image-processing ntire2019 pytorch image-denoising cvpr cvpr2019 pretrained-models paper

c-yn / adair
image-denoising,AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
User: c-yn
image-deblurring image-dehazing image-denoising image-deraining low-light-image-enhancement pytorch all-in-one-image-restoration

caiyuanhao1998 / pngan
image-denoising,"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)
User: caiyuanhao1998
Home Page: https://arxiv.org/abs/2204.02844
image-generation denoising noise-modelling image-denoising image-processing image-restoration

cszn / dncnn
image-denoising,Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
User: cszn
Home Page: https://cszn.github.io/
image-denoising jpeg-deblocking keras-tensorflow matconvnet pytorch residual-learning super-resolution

cszn / ffdnet
image-denoising,FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
User: cszn
Home Page: https://ieeexplore.ieee.org/abstract/document/8365806/
image-denoising image-restoration cnn convolutional-neural-network deep-learning

cszn / ircnn
image-denoising,Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
User: cszn
Home Page: http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhang_Learning_Deep_CNN_CVPR_2017_paper.pdf
color-demosaicking deep-model image-deblurring image-denoising image-inpainting image-restoration single-image-super-resolution

cszn / scunet
image-denoising,Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
User: cszn
Home Page: https://link.springer.com/article/10.1007/s11633-023-1466-0
degradation-model image-denoising real-world-image-denoising blind-image-denoising practical-image-denoising

ddlee-cn / mulut
image-denoising,[ECCV 2022 & T-PAMI 2024] Multiple Look-Up Tables for Efficient Image Restoration
User: ddlee-cn
Home Page: https://mulut.pages.dev
image-deblocking image-denoising image-restoration image-super-resolution

diegovalsesia / gcdn
image-denoising,Deep Graph-Convolutional Image Denoising
User: diegovalsesia
graph-convolutional-networks graph-neural-networks image-denoising

ding-liu / deepdenoising
image-denoising,
User: ding-liu
image-denoising denoising-network image-classification semantic-segmentation

eth-siplab / rap
image-denoising,Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration
Organization: eth-siplab
Home Page: https://arxiv.org/abs/2305.13093
computer-vision deep-learning image-deblurring image-denoising image-restoration segment-anything jpeg-artifact-removal

fanchimao / sunet
image-denoising,SUNet: Swin Transformer with UNet for Image Denoising
User: fanchimao
unet swin-transformer image-denoising

fubel / sparselandtools
image-denoising,:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
User: fubel
dictionary-learning sparse-representations sparse-coding k-svd image-processing image-denoising dct-dictionary pursuit haar-dictionary python

grishavak / lidia-denoiser
image-denoising,LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)
User: grishavak
image-denoising residual-learning pytorch adaptation lightweight lightweight-neural-network fine-tuning deep-learning machine-learning image-processing

guoshi28 / cbdnet
image-denoising,Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
User: guoshi28
matlab matconvnet python image-denoising real-world-image-denoising

haoyuc / maskeddenoising
image-denoising,[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
User: haoyuc
Home Page: https://arxiv.org/abs/2303.13132
denosing image-denoising image-processing low-level-vision

hellloxiaotian / adnet
image-denoising,Attention-guided CNN for image denoising(Neural Networks,2020)
User: hellloxiaotian
Home Page: https://doi.org/10.1016/j.neunet.2019.12.024
image-denoising cnn attention-mechanism sparse blind-denoising real-noise deep-learning deep-neural-networks deep-reinforcement-learning pytorch

hellloxiaotian / brdnet
image-denoising,Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
User: hellloxiaotian
Home Page: https://www.sciencedirect.com/science/article/pii/S0893608019302394
image-denoising deep-learning low-level-vision real-noise keras python python2 residual-learning batch-renormalization dilated-convolution

hellloxiaotian / deep-learning-on-image-denoising-an-overview
image-denoising,Deep Learning on Image Denoising: An overview (Neural Networks, 2020)
User: hellloxiaotian
Home Page: https://arxiv.org/abs/1912.13171
image-denoising denoising-network survery real-noise blind-denoising denoising-survery low-level pytorch pytorch-cnn python

ir1d / lowlevelvision
image-denoising,
User: ir1d
low-level-vision image-denoising image-restoration reflection-removal image-inpainting image-dehazing image-deblurring

jackpopc / ailearnnotes
image-denoising,Artificial Intelligence Learning Notes.
User: jackpopc
Home Page: https://github.com/Jackpopc/aiLearnNotes
computer-vision machine-learning deep-learning tensorflow image-processing reinforcement-learning lenet alexnet vgg dropout

jiaxi-jiang / fbcnn
image-denoising,Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
User: jiaxi-jiang
Home Page: https://arxiv.org/abs/2109.14573
computer-vision deep-learning fbcnn iccv2021 image-compression image-denoising image-forensics image-processing image-restoration jpeg-artifacts-removal jpeg-compression jpeg-deblocking pytorch

jingyunliang / swinir
image-denoising,SwinIR: Image Restoration Using Swin Transformer (official repository)
User: jingyunliang
Home Page: https://arxiv.org/abs/2108.10257
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer

kobaayyy / awesome-cvpr2024-cvpr2021-cvpr2020-low-level-vision
image-denoising,A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
User: kobaayyy
cvpr2020 computer-vision low-level-vision super-resolution image-reconstruction image-deraining image-dehazing image-deblurring image-restoration image-denoising

kobaayyy / awesome-eccv2024-eccv2020-low-level-vision
image-denoising,A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
User: kobaayyy
computer-vision eccv eccv2020 eccv2024 image-deblurring image-dehazing image-demoireing image-denoising image-deraining image-enhancement image-impainting image-quality-assessment image-reconstruction image-restoration low-level-vision super-resolution

kobaayyy / awesome-iccv2021-low-level-vision
image-denoising,A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
User: kobaayyy
computer-vision frame-interpolation gan iccv2021 image-deblurring image-denoising image-deraining image-enhancement image-generation image-manipulation image-to-image-translation image-transfer super-resolution

kobaayyy / awesome-low-level-vision-research-groups
image-denoising,A Collection of Low Level Vision Research Groups
User: kobaayyy
computer-vision cvpr frame-interpolation image-colorization image-deblurring image-dehazing image-denoising image-deraining image-enhancement image-inpainting image-processing image-quality-assessment image-restoration image-super-resolution low-level-vision research-groups

leonmakise / prores
image-denoising,ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
User: leonmakise
image-deblurring image-dehazing image-denoising image-deraining low-level-vision low-light-enhancement prompt-learning visual-prompt all-in-one-model

lujiajin / one-pot_multi-frame_denoising
image-denoising,The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
User: lujiajin
Home Page: https://link.springer.com/article/10.1007/s11263-023-01887-7
image-denoising unsupervised-learning

lychengrex / image-denoising-with-deep-cnns
image-denoising,Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
User: lychengrex
pytorch image-denoising dncnn cnn convolutional-neural-network tutorial

megvii-research / nafnet
image-denoising,The state-of-the-art image restoration model without nonlinear activation functions.
Organization: megvii-research
deblur denoise stereo-super-resolution eccv2022 image-deblurring image-denoising image-restoration low-level-vision pytorch

murufeng / fuir
image-denoising,A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
User: murufeng
image-deblurring image-denoising image-deraining image-restoration image-super-resolution

mv-lab / swin2sr
image-denoising,[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
User: mv-lab
Home Page: https://arxiv.org/abs/2209.11345
compression compression-artifact-reduction computer-vision deblocking denoising eccv2022 image-denoising image-processing image-restoration image-sr

penglu-washu / imc_denoise
image-denoising,IMC_Denoise: a software package to enhance Imaging Mass Cytometry - Nature Communications
User: penglu-washu
tensorflow image-denoising self-supervised-learning

reyhanehne / cvf-sid_pytorch
image-denoising,Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)
User: reyhanehne
deep-learning image-denoising pytorch self-supervised-learning

rhgao / on-demand-learning
image-denoising,On-Demand Learning for Deep Image Restoration (ICCV 2017)
User: rhgao
Home Page: http://vision.cs.utexas.edu/projects/on_demand_learning/
image-deblurring image-denoising image-inpainting image-restoration pixel-interpolation torch

saeed-anwar / ridnet
image-denoising,Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.
User: saeed-anwar
Home Page: https://saeed-anwar.github.io/publications/
feature-attention image-denoising

songhyunyu / didn
image-denoising,Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
User: songhyunyu
image-denoising cvpr2019 ntire2019 challenge gaussian-noise real-noise deep-learning convolutional-neural-networks

swz30 / cycleisp
image-denoising,[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
User: swz30
camera-imaging-pipeline computer-vision cvpr2020 cycleisp data-synthesis image-denoising image-restoration low-level-vision pytorch raw2rgb rgb2raw

swz30 / mirnet
image-denoising,[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
User: swz30
image-denoising super-resolution image-enhancement image-restoration low-level-vision computer-vision multi-resolution-streams attention-mechanism pytorch eccv2020

swz30 / mirnetv2
image-denoising,[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
User: swz30
contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami

swz30 / mprnet
image-denoising,[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
User: swz30
image-deblurring image-denoising image-deraining low-level-vision computer-vision image-restoration multistage-network progressive-restoration pytorch cvpr2021

va1shn9v / promptir
image-denoising,PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
User: va1shn9v
Home Page: https://arxiv.org/abs/2306.13090
image-dehazing image-denoising image-deraining image-restoration low-level-vision pytorch

wbhu / dncnn-tensorflow
image-denoising,:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
User: wbhu
image-denoising residual-learning tensorflow dncnn

wenbihan / reproducible-image-denoising-state-of-the-art
image-denoising,Collection of popular and reproducible image denoising works.
User: wenbihan
art arxiv benchmarking cnn curated-list deep-learning denoising-algorithms image-denoising image-processing image-reconstruction image-restoration implementation inverse-problems noise noise-reduction performance-analysis recovery-image reproducible-research state-of-the-art summary

yjn870 / rednet-pytorch
image-denoising,PyTorch Implementation of image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections (NIPS 2016)
User: yjn870
Home Page: https://arxiv.org/abs/1603.09056
image-denoising

zhangyi-3 / kbnet
image-denoising,KBNet: Kernel Basis Network for Image Restoration
User: zhangyi-3
image-deblurring image-denoising image-deraining image-restoration low-level-vision

zhendongwang6 / uformer
image-denoising,[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
User: zhendongwang6
deep-learning pytorch image-restoration image-denoising image-deblurring image-deraining image-demoireing