搜索资源列表
KSVD_Matlab_ToolBox
- KSVD工具包,可以用于去噪\\增强等多种领域,具体方法是先训练方向,然后沿方向进行
KSVD_Matlab_ToolBox.zip
- 该代码用c++语言实现了KSVD算法,运行环境为vc6.0,The code using c++ language implementation of the KSVD algorithm, runtime environment for vc6.0
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
KSVDchaotic
- 语音压缩感知，观测矩阵采用混沌序列，稀疏字典采用KSVD训练得到。-compressed sensing with chaotic sequence and K-SVD
KSVD_SPARSE
- 详细描述了使用KSVD算法训练完备字典的图像处理方法，精华版-Use KSVD algorithm training complete dictionary
ksvd-omp
- 这是个基于matlab的ksvd-omp算法-it s a ksvd-omp
KSVDdenoise
- ksvd 去噪，通过字典学习后得到的字典，对图像进行稀疏分解，从而达到去噪效果。(Ksvd denoising, through the dictionary learning to obtain the dictionary, the image sparse decomposition, so as to achieve denoising effect.)
ksvdsbox11-min
- KSVD 算法 K-SVD通过构建字典来对数据进行稀疏表示，经常用于图像压缩、编码、分类等应用(KSVD algorithm K-SVD sparse data is represented by building dictionaries, often used for image compression, coding, classification, and other applications)
KSVD算法
- 是图像复原算法KSVD，用于图像的特征提取，效果比其他方法好。(Is the image restoration algorithm KSVD, for image feature extraction, the effect is better than other methods)
KSVD
- 一种在matlab环境下的计算稀疏表示的学习字典的算法(A learning dictionary algorithm for computing sparse representation in Matlab environment)
Facial Expression Recognition
- 源码简介：ksvd字典学习进行表情识别 对比ksvd字典学习 与最近邻算法对比输出失败率用ksvd字典学习进行表情识.(Source code introduction: ksvd dictionary learning for expression recognition contrast ksvd dictionary learning and nearest neighbor algorithm comparison output failure rate using ksvd dict
64142404KSVD-MOD
- KSVD字典学习算法和MOD字典学习算法，希望对初学者有用(KSVD dictionary learning algorithm and Mod dictionary learning algorithm,hoping to be useful for beginners)
K-SVD
- KSVD的稀疏编码去噪的matlab版本算法(Sparse encoding KSVD denoising algorithm)
32_KSVD_IEEE_TSP11
- ksvd初学者参考论文，本文对ksvd原理发展做出了详细介绍，并与其他方法相比较，具有明显优势(Ksvd beginner's reference paper.This paper gives a detailed introduction to the development of ksvd principle and has obvious advantages compared with other methods.)
sharingcode-LCKSVD
- LC-KSVD算法代码,<<Learning A Discriminative Dictionary for Sparse Coding via Label Consistent K-SVD>>(LC-KSVD algorithm code, < <Learning A Discriminative Dictionary for Sparse Coding via Label Consistent K-SVD> > )
图像修复
- 应用DCT字典和KSVD学习字典，对图像进行简单的修复，可行性较高，速度不是很快。(Simple image restoration is feasible and not very fast.)
14、字典学习
- 经典的KSVD图像字典学习，matlab 代码，有注释，亲测可用(The classic KSVD image dictionary learning, matlab code, include notes, test available)
KSVD_OMP
- 压缩感知与图像重建，详细介绍了KSVD、OMP、IRLS 、 Dantzig Selector 、MP 等算法的原理，并在MATLAB平台上编程实现。(Compressed sensing and image reconstruction, the principle of KSVD, OMP, IRLS, Dantzig Selector, MP and other algorithms are introduced in detail, and it is programmed on MAT
压缩感知图像重建
- 详细介绍了KSVD、OMP、IRLS 、 Dantzig Selector 、MP 等算法的原理，并在MATLAB平台上编程实现，撰写PPT进行讲解。(The principle of KSVD, OMP, IRLS, Dantzig Selector, MP and other algorithms is introduced in detail, and it is programmed and implemented on MATLAB platform, and PPT is writt