搜索资源列表
CodeBook
- Code MATLAB in S. Theodoridis, A. Pikrakis, K. Koutroumbas, D. Cavouras - Introduction to Pattern Recognition: A MATLAB Approach
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
alg_KSVD
- The K-SVD algorithm written in Matlab
KSVD-dictionary-learning-Matlab
- 这个程序可以对KSVD进行综合测试。首先，会产生一个随机的正交字典，会产生一个ＫＳＶＤ算法输入，这个输入是一个数据信号集合，每个元素都是三维元素的线性组合。-In this file a synthetic test of the K-SVD algorithm is performed. First, a random dictionary with normalized columns is being generated, and then a set of data signal
ImprovedDL
- 这是一篇SCI文章《改善字典学习：多字典更新和系数重用》里的Matlab代码，包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码，是图像稀疏表示研究方向重要的源代码，有助于大家学习和改进。-This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reus
spams-matlab-v2.5-svn2014-07-04.tar
- 字典学习的各种方法，K-SVD,online等主要的学习算法-Various methods dictionary learning, K-SVD, online learning algorithms and other major
K-SVD_code
- 做实验时找到的K-SVD算法的Matlab代码，很好用,有需要的可以下载下来一起研究下-When doing experiments to find the K-SVD algorithm Matlab code, easy to use, there is a need to study together can be downloaded under
K-SVD_Dictionary-training
- k-SVD 字典训练 matlab源代码，欢迎有需要的下载一起研究-k-SVD dictionary training matlab source code, welcomed the need to download the study together
KSVD_Matlab_ToolBox
- 稀疏表示字典的训练方法，由压缩感知领域大神M. Elad公布的matlab工具包-matlab tools for K-SVD
k-svd-codeappt
- 内含用matlab编写的k-svd算法代码.可以对图像进行稀疏分解，另附ppt对ksvd进行理论学习-Includes using matlab k-svd algorithm code. Images can be sparse decomposition, attached ppt theoretical study of ksvd
KSVD-ToolBox
- KSVD稀疏表示matlab代码，有3个demo示例程序，可实现一维二维信号的稀疏表示。-K SVD sparse representation matlab code, there are three demo sample program can achieve one-dimensional two-dimensional signal sparse representation.
solarized
- rform_dictionary_learning - learn a dictionnary using K-SVD algorithm. %. % [D,X,E] ... The number of iteration for sparse coding during each step of learning. % is given by ... 'mod': in this case, the dictionary update is computed using the L2.
K-SVD_SOMP-master
- 基于K-SVD方法的图像去噪算法，代码是MATLAB版的(Image denoising algorithm based on K-SVD method, the code is MATLAB version of)
K-SVD
- KSVD的稀疏编码去噪的matlab版本算法(Sparse encoding KSVD denoising algorithm)
demo
- K-SVD图片去噪，直接运行其中quzao.m文件即可。(K-SVD image denoising, directly run the quzao.m file.)