搜索资源列表
SparseLab21-Core.压缩感知理论稀疏分解工具箱
- 压缩感知理论稀疏分解工具箱 内附详细的工具箱使用说明及其大量的例程,Compressed sensing theory of sparse decomposition toolbox toolbox included detailed instructions and a large number of routines
l1magic-optimization 代码实现稀疏表示中的l1范式中的7个优化问题
- 代码实现稀疏表示中的l1范式中的7个优化问题。对大家实现稀疏表示算法有极大的参考价值-This package contains code for l1 magic solving seven optimization problems.
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.
cs.rar
- 压缩传感理论的一个简单例子，首先对信号进行稀疏采样，然后利用MP算法对信号进行重建。,Compressed sensing theory of a simple example, first of all, the signal sparse sampling, and then use MP algorithm of signal reconstruction.
fast_sc.rar
- 稀疏编码的算法，运行请阅读readme文件，很简单,Sparse coding algorithmsrun matlab and execute: "demo_fast_sc(1)": epsilon-L1 sparsity penalty "demo_fast_sc(2)": L1 sparsity penalty
SolveBP
- BP，基追踪，同MP一样，是实现信号稀疏分解的方法-BP, basis pursuit, as with the MP, is to achieve sparse signal decomposition method
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
SRC 实现了使用基于稀疏表示的人脸识别算法
- 该源码实现了使用基于稀疏表示的人脸识别算法。使用GPSR作为l1模最小化方法。-This pack of code implement a imges-based face recognition using sparse representation classification. In the algorithm, i employ GPSR as tool to complete the optimization procedure of l1-minimization.
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.
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".
l1_ls_nonneg
- 用于稀疏表示求解L1稀疏系数，特点是本程序是用于求解非负的稀疏系数-this procedure is used to solve the sparse non-negative coefficient
Pursuit
- 基于MP的信号稀疏分解算法,它算法简单,比较容易实现.目前应用在很多领域中-MP-based signal sparse decomposition algorithm
WAVELAB850
- wavalab程序包，应用于稀疏分解等多方面，用处非常广非常有用-wavalab package
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)
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.)