ImageDenoise
Image Denoiser
Develops and compares various image denoising algorithms using MATLAB and deep learning
基于MATLAB实现传统图像去噪算法(均值滤波、中值滤波、非局部均值滤波NLM、三维块匹配滤波BM3D)和基于深度卷积神经网络的DnCNN图像去噪算法。
144 stars
1 watching
26 forks
Language: MATLAB
last commit: over 4 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
lizonghang/dct-fft-and-denoising | A Matlab implementation of various image denoising techniques using DCT and FFT | 100 |
nvlabs/snn | An image denoising algorithm implementing a statistical approach to improve traditional methods | 42 |
njusthyk1972/nlh | Software implementing a blind pixel-level non-local method for image denoising using additive Gaussian white noise. | 49 |
csjunxu/twsc-eccv2018 | A Matlab implementation of an image denoising scheme based on sparse coding and trilateral weighting. | 91 |
zheng-yuwei/stacked_autoencoder | This software enables the creation of deep learning networks with stacked auto-encoders and fine-tunes them using backpropagation for image classification tasks. | 41 |
hjprint/university_project_vmd_majorization | A MATLAB implementation of a variable-model data fusion algorithm for removing noise from images and generating denoised images | 81 |
juglab/n2v | A noise reduction algorithm trained on noisy images without target images or paired data | 414 |
minyuanye/siun | This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture | 164 |
steenmoeller/nordic_raw | Software for image reconstruction in MRI and denoising using NORDIC algorithm | 57 |
jblindsay/fp_denoise | A tool for de-noising raster digital elevation models using feature-preserving algorithms | 17 |
zhendongwang6/uformer | An implementation of a deep learning model for restoring images in various conditions | 817 |
patrick9313/digital-image-processing | A MATLAB implementation of digital image processing with encryption and transmission simulation | 47 |
renderkit/oidn | A high-performance denoising filter library for images rendered with ray tracing | 1,822 |
zhengpeng7/birefnet | An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 |
suhongjian/matlab-make-blurred-images-clear | A collection of image processing algorithms implemented in MATLAB | 45 |