wangaolong / Image_Denoising
对灰度图像添加高斯噪声和椒盐噪声,并使用字典学习和深层字典学习进行图像去噪
☆13Updated 5 years ago
Related projects: ⓘ
- 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。☆135Updated 4 years ago
- code:《基于深度卷积神经网络的图像去噪研究》☆70Updated 6 years ago
- Noise Reduction in Images using Wavelet Shrinkage with Soft Thresholding☆18Updated 6 years ago
- Non-Local means denoising (NLM) algorithm is a milestone algorithm in the field of image processing. The proposal of NLM has opened up th…☆50Updated 5 years ago
- 自适应中值滤波器对椒盐图像去噪处理☆16Updated 6 years ago
- Wavelet Transform for Image decomposition, Image reconstruction and Image denoising☆43Updated 6 years ago
- Dual-tree complex wavelet combined with non-local means ASL fMRI denoising is a software toolbox that can denoise MR images, especially A…☆11Updated 6 years ago
- In this project, Image Denoising is considered for two cases. The first one is additive Gaussian noise while the second one is speckle no…☆13Updated 5 years ago
- This repository is an simple example for computational ghost imaging via deep learning.☆10Updated 3 years ago
- Matlab code for ADMM-CSNet☆73Updated 5 years ago
- demo code for "Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging"☆16Updated last year
- Hybrid higher order non-convex total variation with overlapping group sparsity image denoising☆18Updated 5 years ago
- CODE☆41Updated 6 years ago
- 分别实现：1.对模糊车牌图像进行清晰处理；2.对高斯模糊图像进行高斯平滑滤波处理；3.对椒盐噪声图像进行中值滤波处理；4.对雾化图像进行直方图均衡化处理；5.对模糊图像进行对比度拉伸与灰度拉伸处理；6.对运动模糊图像进行维纳滤波处理；☆42Updated 6 years ago
- 这是一个鬼成像的成像代码☆10Updated 2 years ago
- 自己搜集和改写的压缩感知相关程序代码☆93Updated 2 years ago
- Comparison of smoothing filters (Median, Gaussian, Bilateral, BM3D) for denoising of images during edge detection.☆19Updated 8 years ago
- ☆32Updated 6 years ago
- MRI reconstruction via non-convex total variation regularization☆15Updated 4 years ago
- 使用高斯金字塔和拉普拉斯金字塔完成图像融合☆23Updated 6 years ago
- Pytorch code for paper "Deep Networks for Compressed Image Sensing" and "Image Compressed Sensing Using Convolutional Neural Network"☆73Updated 5 months ago
- Aiming at the removal of gaussian noise, we systematically analyze the shortage of non-local means image denonising algorithm (NLM), find…☆17Updated 8 years ago
- The wavelet transform and its applications in image denoising☆17Updated 7 years ago
- Matlab code for Group-based Sparse Representation for Image Restoration, TIP2014☆31Updated 6 years ago
- Some other ADMM total variation codes☆17Updated 4 years ago
- Image de-noising using FISTA and MFISTA algorithms and 1D L1 and L2 solver☆29Updated 6 years ago
- The training codes, the training data, and some pre-trained models for my TIP paper "Image Compressed Sensing using Convolutional Neural …☆41Updated 4 years ago
- Fast Region-Adaptive Defogging and Enhancement; image dehazing; image defogging; image enhancement; accepted by ICPR 2020☆20Updated last year
- Code for Image Denoising as described in A. Parekh and I.W. Selesnick, Enhanced Low-Rank Matrix Approximation, IEEE Signal Processing Let…☆17Updated 7 years ago
- Filtering out noise from images using K-SVD and OMP☆21Updated 5 years ago