搜索资源列表
decomposition
- 利用小波包实现信号的稀疏分解，方法较为新颖，外文文章
SPQR-1.1.2.tar
- 基于C++编程的多线程的多波前稀疏矩阵的QR分解，Timothy A. Davis编写-SuiteSparseQR is an implementation of the multifrontal sparse QR factorization method. Parallelism is exploited both in the BLAS and across different frontal matrices using Intel s Threading Building Blocks
LDL-2.0.1.tar
- 对基于稀疏矩阵存储技术的对称正定稀疏矩阵进行LDL分解，C++编写-LDL is a set of concise routines for factorizing symmetric positive-definite sparse matrices, with some applicability to symmetric indefinite matrices. Its primary purpose is to illustrate much of the basic theory of
software
- 该程序是针对稀疏矩阵而编制的，主要是一个稀疏矩阵类的实现，其中采用十字链表法对矩阵进行存储。该矩阵类能够完成矩阵操作和运算的大部分功能，重点是矩阵的LU分解和线性代数方程组的求解计算。-The program is prepared for the sparse matrix, and is primarily a kind of realization of sparse matrix, in which the use of cross linked matrix storage metho
sparsedecom
- 利用匹配追踪对雷达信号进行稀疏分解，得到其稀疏表示形式-The use of matching pursuit for sparse decomposition of the radar signals, by their sparse representation
BP
- 关于稀疏分解的一些参考文献，包括原子库，匹配追踪，去噪等-Sparse decomposition on a number of references, including the atomic database, matching pursuit, denoising, etc.
KLU-1.1.0.tar
- 对稀疏矩阵进行LU分解，可用于电路仿真、FEM求解等 C语言-KLU is a sparse LU factorization algorithm well-suited for use in circuit simulation. KLU is a sparse LU factorization algorithm well-suited for use in circuit simulation. It was highlighted in the May 2007 issue of SIA
MP
- MP稀疏分解用于盲信号分离，图像压缩。去噪声等领域-MPsparse decomposition
AFSA-CS-MP
- 严格按书上传统原子库的MP稀疏分解-In strict accordance with the traditional book MP sparse decomposition atomic library
Wavelet_OMP
- 小波稀疏分解和重构算法，适合通信信号和图像重构-Sparse wavelet decomposition and reconstruction algorithm for communications signal and image reconstruction
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
RONGYUZIDIAN
- 利用构造冗余字典的方法实现数据分类问题，将数据进行稀疏分解，通过稀疏向量和残差判断故障类型-The method of using structural redundancy dictionary for data classification problem, the data are sparse decomposition, through sparse vector and residual judge fault type
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.)
信号稀疏分解及压缩感知理论应用研究
- 信号稀疏分解及压缩感知理论应用研究，论文(Research on sparse signal decomposition and compressed sensing theory)
MP_decomposition
- 基于MP的稀疏分解算法，信号的去燥，重构，应用的是cabor原子(MP based sparse decomposition algorithm, signal drying, reconstruction, the application of Cabor atoms)
software
- 子空间稀疏分解算法，较为良好的稀疏分解效果，比传统的omp更为优秀(Subspace sparse decomposition algorithm)
MATLAB总结
- 信号稀疏表示的目的就是在给定的超完备字典中用尽可能少的原子来表示信号，可以获得信号更为简洁的表示方式，从而使我们更容易地获取信号中所蕴含的信息，更方便进一步对信号进行加工处理，如压缩、编码等。信号稀疏表示方向的研究热点主要集中在稀疏分解算法、超完备原子字典、和稀疏表示的应用等方面。(Signal sparse representation is to overcomplete dictionary given in as little as possible to represent atomi
Shift_Invariant_Sparse_Coding
- Matlab编写的移不变稀疏分解程序 ,求得对应于不同源信号的基，可实现信号特征提取(The shift invariant sparse decomposition program written by Matlab can obtain the basis of the signal corresponding to the homologous signal, and the signal feature extraction can be realized.)
一维信号的匹配追踪重建
- 主要用于一维信号的稀疏分解，适用于Gabor等多参数字典求取最佳原子(It is mainly used for sparse decomposition of one-dimensional signals. It is suitable for Gabor and other multi parameter dictionary to obtain the best atom.)
direction finding algorithm
- 利用信号本身的结构特征，通过附加不同的稀疏约束，该模型利用过完备字典进行信号分解，使其表示成字典中若干原子的线性组合，从而获得数据的精简表示。(By using the structural characteristics of the signal itself and adding different sparse constraints, the model decomposes the signal into linear combinations of atoms in the dic