denoising topic

List denoising repositories

noise2noise

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An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

SRMD

419
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Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

DPIR

604
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98
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Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

TENet

271
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[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

glslSmartDeNoise

244
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Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable

traiNNer

281
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39
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traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

BM3D_py

227
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pure Python implementation of BM3D

InvDN

183
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34
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Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

CBDNet-pytorch

168
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29
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Toward Convolutional Blind Denoising of Real Photograph

topaz

165
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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...