搜索资源列表
Adaptive_Matching_Pursuit_method
- 自适应子字典的匹配追踪算法程序，matlab程序-adaptive dictionary matching pursuit method（gabor dictionary）
OMP
- 正交匹配追踪算法，找到信号具有确定系数个数的表达。-Finds a representation with fixed number of coefficients for each signal.
Wavelet_omp
- 这是用小波变换进行稀疏化，再用正交匹配追踪算法进行恢复的压缩感知重建算法。-This is to use the wavelet transform to sparse, and then the orthogonal matching pursuit algorithm to restore the compressed sensing reconstruction algorithm.
MP-by-feng
- 该代码针对于数字信号处理领域的匹配追踪算法，给出了详细的MATLAB代码，功能完善，性能很好。-The code for matching pursuit in the field of digital signal processing algorithm, gives the detailed MATLAB code, function perfect, the performance is very good。
Omp
- 正交匹配追踪算法，对于初学压缩感知的人很有帮助，希望能够帮到大家。-OMP算法，It useful for the new learner about CS.
StOMP
- 压缩感知相关研究，分段正交匹配追踪算法源代码以及相关论文-Compressed sensing research, segmentation orthogonal matching pursuit algorithm source code and related papers
cs_omp
- 压缩感知matlab代码。应用对象为二维图像，重构算法为正交匹配追踪算法。-Compressedsing Sensing. Reconsitution with Orthogonal Matching Pursuit.
OMP0806
- 实现正交匹配追踪算法,能很好地实现稀疏分类结果，希望有帮助。-for doing orthogonal matching pursuit
Demo_CS_OMP
- 本程序利用小波基和余弦基作为稀疏基，并利用正交匹配追踪算法进行重构，是入门的很好的程序。- This procedure using Wavelet and Cosine group as a sparse group, and using orthogonal matching pursuit algorithm to reconstruct, it is a good entry procedures.
cs
- 压缩感知重建算法，正交匹配追踪算法实例，可以运行，供交流学习-Compressed sensing reconstruction algorithm, Orthogonal Matching Pursuit algorithm example, you can run, for the exchange of learning
OMP
- 本算法是一种正交式匹配追踪算法，主要用于数字图像处理-This algorithm is an orthogonal matching pursuit algorithm, mainly used in digital image processing
mpsuanfa
- 匹配追踪算法 建立过完备原子库，然后迭代计算-Matching pursuit The first step to complete the reading of the original signal, arbitrarily selected to be a decomposed signal then completed a complete dictionary of the work to build, over complete atom is determined by
Compressed-Sensing
- CS经典的压缩感知重构算法 匹配追踪算法 正交匹配追踪算法等-Classical compressed sensing reconstruction algorithm matching pursuit algorithm orthogonal matching pursuit algorithm, etc.
compressed-sensing_OPM
- 正交匹配追踪算法每次迭代均只选择与残差最相关的一列，自然人们会想：“每次迭代是否可以多选几列呢?”，正则化正交匹配追踪(RegularizedOMP)就是其中一种改进方法。本篇将在上一篇《压缩感知重构算法之正交匹配追踪(OMP)》的基础上给出正则化正交匹配追踪(ROMP)算法的MATLAB函数代码，并且给出单次测试例程代码、测量数M与重构成功概率关系曲线绘制例程代码。-Compressed Sensing
OMP
- 稀疏算法中的正交匹配追踪算法的一个小示例-A Small Example of Orthogonal Matching Tracking Algorithm in Sparse
Compressive_sensing
- 傅立叶变换矩阵对信号进行稀疏表示，用高斯随即观测矩阵观测，重构方法为征缴匹配追踪算法、压缩感知入门程序，经典之作- U5085 u7An2F3 u53D3 u53A2 u7R09 u09R0 U9635 u89C2 u6D4B uFF0C u91CD u678 u6B1 u6CD5 u4E3A u5F81 u7F34 u5339 u914D u8E U5E8F uFF0C u7ECF u5178 u4E4B u4F5C
compressing
- 应用傅立叶变换矩阵对信号进行稀疏,经高斯随机观测矩阵观测,经正交匹配追踪算法重构.压缩感知入门程序-The Fourier transform matrix is used to spill the signal. Observed by Gaussian random observation matrix and reconstructed by orthogonal matching tracing algorithm. Compression Sensing Getting Started
K-SVD
- 稀疏编码和字典学习算法，正交匹配追踪算法获得稀疏表示稀疏，ksvd用来学习字典(Sparse coding and dictionary learning algorithm, orthogonal matching tracking algorithm to obtain sparse sparse, ksvd used to learn the dictionary)
Wavelet_omp2.m
- 压缩感知图像简单重构算法，包括DWT离散小波变换，以及OPM正交匹配追踪算法。适合初学图像处理的使用。(Compressed sensing image simple reconstruction algorithm, including DWT discrete wavelet transform, and OPM orthogonal matching pursuit algorithm. Suitable for beginners to use image processing.)
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