搜索资源列表
sparserepresentationofsignals.
- 详细介绍了信号的稀疏分解和表示方法，可以用于图像特征提取等方面,Details of the sparse signal decomposition and that the method can be used for image feature extraction, etc.
focuss-cndl.zip
- focuss算法 关于图像稀疏性分解中字典学习的经典算法 和大家一同分享 ,focuss algorithm on the sparse image decomposition in the dictionary of the classical learning algorithm and we share
ImageMP
- 图像投影在非对称原子上，进而进行稀疏分解，再重构。-Image Sparse Decomposition
k_svd
- k-svd算法m代码.用于形成冗余字典，对图像进行稀疏分解-m k-svd algorithm code used to create a redundant dictionaries, sparse decomposition of images
KSVD
- 图像稀疏编码的一种方法，可用于基于稀疏表示的图像压缩、去噪等-Sparse image coding method can be used for sparse representation-based image compression, denoising, etc.
cpmpressive
- 一种图像处理超分辨率重构方法，主要是利用图像稀疏表示的方法进行图像重构-Super-resolution reconstruction of an image processing method, mainly using sparse representation of image reconstruction methods for image
LSH
- 关于稀疏矩阵在图像处理中的应用的英文PPT,简单易懂。-On the sparse matrix applications in image processing in English PPT, easy to understand.
mp_image_inpaiting
- 可实现对残缺图像的修复，应用了基于mp算法的图像稀疏分解思想。过程中考虑到了原子库原子的能量特性-Enables the restoration of fragmentary images, applications mp-based algorithm for image sparse decomposition ideas. The process of taking into account the characteristics of atomic energy of the atom
Image-Super-Resolution
- 稀疏分解图像重建程序，把图像分解成多个小块图像，然后再各个子块重建后边缘处理后合并成整个图像-Image Super-Resolution
CVPR09-ScSPM
- 基于稀疏编码和线性塔式匹配的图像分类算法。-This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper "Linear Spatial Pyramid Matching using Sparse Coding for Image Classification".
recover
- 运动模糊图像的复原，涉及运动图像的模糊方向和模糊尺度的确定，然后运用维纳滤波-motion blur image recover
SR
- 基于MP的信号稀疏分解参考程序。源程序是《信号与图像的稀疏分解及初级应用》中的-MP sparse decomposition based on the signal reference program. Source is " Signal and image sparse decomposition and primary application" in the
sparseDecomposition
- 介绍稀疏分解，信号与图像的稀疏分解及初步应用，作者好像是西安交大的-sparse Decomposition of Signals and Images and Application
自己编写的稀疏去噪代码
- 先使用K-means聚类算法将图像分为几个类，然后针对每一类分别Ksvd字典训练和稀疏表示，进行去噪
基于结构稀疏的SAR图像低秩重建
- 压缩感知图像处理用于SAR 经典的压缩感知教科书的源代码(compressed sensing SAT)
稀疏分解图像去噪
- 基于稀疏字典和稀疏编码的图像去噪算法，基于低秩约束的高光谱条纹噪声去除，包含论文及代码(Based on sparse dictionary and sparse coding image denoising algorithm, based on low rank constraints of hyperspectral fringe noise removal, including papers and code)
稀疏融合
- 利用DCT字典对图形进行稀疏表示，实现两幅图像的融合(Using the DCT dictionary to sparse representation of the graphics to achieve the fusion of two images)
稀疏分解
- 压缩感知 图形图像 图像处理 数据恢复 代码(Data recovery of compressed sensing image image processing)
matlab图像稀疏表示代码
- matlab图像稀疏表示的代码。比较详细。(Matlab image sparse representation of code.)
CS_Lenabmp
- BCS代码稀疏重构Lena.bmp图像，包中含有代码和图片本身，题主给了一定注释，便于CS初学者学习(BCS code sparsely reconstructs Lena. BMP image. The package contains code and image itself. The theme is given a certain comment, which is convenient for CS beginners to learn.)