image-denoising

There are 268 repositories under image-denoising topic.

  • DeepDenoising

    Language:C++95

  • Noise2Fast

    Language:Python43

  • gcdn

    Deep Graph-Convolutional Image Denoising

    Language:Python93

  • Deep-Learning-on-Image-Denoising-An-overview

    Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

    85

  • sparselandtools

    :sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

    Language:Python85

  • PRIDNet

    Code for the paper "Pyramid Real Image Denoising Network"

    Language:Python84

  • on-demand-learning

    On-Demand Learning for Deep Image Restoration (ICCV 2017)

    Language:Lua81
  • MuLUT

    MuLUT

    [ECCV 2022 & T-PAMI 2024] Multiple Look-Up Tables for Efficient Image Restoration

    Language:Python79

  • AdaIR

    AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

    Language:Python78

  • DIDN

    Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

    Language:Python72

  • CVF-SID_PyTorch

    Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)

    Language:Python68

  • LIDIA-denoiser

    LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

    Language:Python68

  • RAP

    Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

    64

  • DHDN

    PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

    Language:Python63

  • IMC_Denoise

    IMC_Denoise: a software package to enhance Imaging Mass Cytometry - Nature Communications

    Language:Jupyter Notebook58

  • deepBoosting

    Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence

    Language:Python55

  • Awesome-low-level-vision-resources

    A curated list of resources for Low-level Vision Tasks

    54

  • NLH

    Matlab code for our IEEE Trans. on Image Processing paper "NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising"

    Language:MATLAB49

  • Non-Local-Means

    Python implementation of the Non Local Means algorithm for image denoising.

    Language:Python48

  • DudeNet

    Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

    Language:Python47

  • Data-Science-Methods

    This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

    Language:MATLAB46

  • StitchTool

    Essential program for Webtoon creators and translation groups. Image stitcher, splitter, denoiser, upscaler, and watermarking tool.

    Language:Java46

  • SAR_denoising

    Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from sensor to large-scale geospatial data exploitation"

    Language:Jupyter Notebook46

  • CTNet

    A cross Transformer for image denoising(Information Fusion, 2024)

    Language:Python44

  • Pytorch-Tensor-Train-Network

    Jun and Huck's PyTorch-Tensor-Train Network Toolbox

    Language:Jupyter Notebook43

  • ADFNet

    [AAAI 2023] Adaptive Dynamic Filtering Network for Image Denoising.

    Language:Python40

  • ARCNN-pytorch

    PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)

    Language:Python37

  • FSNet

    [TPAMI] Image Restoration via Frequency Selection

    Language:Python32

  • MLEFGN-PyTorch

    This repository is a PyTorch version of "Soft-edge Assisted Network for Single Image Super-Resolution". (IEEE TNNLS 2020)

    Language:Python31

  • TDV-for-image-denoising

    This is a companion software for the submission: "Higher-Order Total Directional Variation: Imaging Applications" by Simone Parisotto , Jan Lellmann, Simon Masnou, and Carola-Bibiane Schönlieb. SIAM J. Imaging Sci., 13(4), 2063–2104. (42 pages)

    Language:MATLAB31

  • SRMNet

    Selective Residual M-Net for Real Image Denoising

    Language:Python28

  • Ne2Ne-Image-Denoising

    Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training

    Language:Python28

  • FC-AIDE-Keras

    FC-AIDE: Fully Convolutional Pixel Adaptive Image Denoiser

    Language:Python27

  • strollr2d_icassp2017

    Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017

    Language:MATLAB26

  • FAN

    Frequency Denoising Network: Blind Noise Removal for Real Images

    Language:Python25

  • DnCNN-pytorch

    PyTorch implementation of Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP 2017)

    Language:Python25