搜索资源列表
spams-matlab
- 稀疏实验，已编译为matlab程序，可以直接运行。-spams-matlab,already compiled
小木虫
- 实现稀疏码多址接入系统的仿真，完成与其他算法的误比特率对比(Sparse code multiple access system)
Autoencoder_Code
- 利用MATLAB 实现了自动编码网络，相对于MATLAB自带的自编码网络函数，在此基础上可以改进为稀疏自编码网络(auto_encoder,matlab ,neural network)
sdad
- 主要实现稀疏线性鉴别分析，整个代码可以直接夹在到matlab中直接运行(this codes are suitable for Sparse Discriminant Analysis,thoese codes are wrote by Matlab,you can load thoese code in matlab,all code can work well.)
RSC算法仿真
- 稀疏编码经典方法RSC的matlab仿真程序，来源于大神主页(the Sparse respresentation RSC algrithom)
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.)
CVPR-ScSPM
- 有关线性动态系统的稀疏编码和字典学习的Matlab源代码(Matlab source code about Sparse Coding and Dictionary Learning with Linear Dynamical Systems)
code
- 稀疏傅立叶算法，matlab实现仿真，对于算法重构用到了混叠同余法和相位解码法，并对SFFT和FFT算法对同一数据的处理时间进行了对比。(Sparse Fourier algorithm, matlab to achieve the simulation, the algorithm used for aliasing congruence and phase decoding method, and the SFFT and FFT algorithm for the same data pr
decon
- 地震资料中反褶积MATLAB数据处理包。包括了预测反褶积，脉冲反褶积，稀疏反褶积等。对于地震资料处理有极大实用价值(Deconvolution MATLAB Data Processing Package in Seismic Data. Including the prediction of deconvolution, pulse deconvolution, sparse deconvolution and so on. For the seismic data processing ha
Power Flow
- 适用于电力系统潮流计算的MATLAB源程序，可用于潮流计算学习(A program based on sparse matrix for power flow)
image denoising
- 图像去噪修复的典型算法代码包，包含基于稀疏表示的KSVD图像去噪，BM3D彩色图像去噪代码，TV图像修复代码，MCA图像修复代码。(Typical image denoising algorithm code package, including sparse representation based on KSVD image denoising, BM3D color image denoising code, TV image restoration code, MCA image res
matlab 蚁群算法ACO_feature_selection
- 蚁群算法用与特征选择，针对传统蚁群聚类算法收敛速度过慢的问题，提出一种对蚁群算法进行改进的聚类算法。而数据的高维使数据具有稀疏、不可聚集等特性，使聚类算法实验效果精度低和耗时大，将邻域特征选择与聚类算法结合，提出了一种蚁群聚类优化的邻域特征选择算法(Ant colony algorithm and feature selection)
spca
- 本程序实现稀疏主成分分析，相关方法在 H. Zou, T. Hastie, and R. Tibshirani的Sparse principal component analysis中有详细介绍(For SPCA, the method introduced in "Sparse principal component analysis" by H. Zou, T. Hastie, and R. Tibshirani)
sfft-0.1.0
- 采用MATLAB编程实现二分查找法的稀疏傅立叶变换算法。研究算法参数变化对信号频谱的影响，并对特定的宽带跳频信号进行稀疏傅立叶变换处理，得出相应的频谱，并与快速离散傅立叶变换的结果进行比较。(Recurrence of sparse Fourier transform)
SRC
- 这是文章《Sparse Representation For Computer Vision and Pattern Recognition》的对应的稀疏表示代码，非原创，转载而来，供大家交流学习。(This is the code of SRC algorithm,and it's reproduced from others.)
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)
Agorlitm compare
- 这是压缩感知贪婪重构算法中的各种算法编写，以及曲线拟合，分别从稀疏度和测量次数与重构率之间的关系进行的曲线拟合(This is a compilation of algorithms for compressed sensing, greedy reconstruction algorithms, and curve fitting. The curves are fitted from the relationship between sparsity and the number of me
CS_SWOMP
- 可用于恢复稀疏信号，图像处理/噪声处理/医学成像等应用中，是压缩感知重构算法中的分段弱正交匹配追踪算法(It can be used to recover sparse signals, image processing / noise processing / medical imaging, and so on. It is a piecewise weak orthogonal matching pursuit algorithm in compressed sensing reconst
SSC
- 基于稀疏表征的子空间聚类算法，是vidal的算法的MATLAB实现(The subspace clustering algorithm based on sparse representation is the MATLAB implementation of vidal's algorithm)
GMC_software
- 用于稀疏优化的最新非凸函数GMC算法，可用于信号处理以及图像处理。(The latest non convex function GMC algorithm for sparse optimization, can be used for signal processing and image processing.)