搜索资源列表
NonCvxGroupSparsity
- 压缩感知 重构算法. 基于最优化的方法， 实现压缩感知的图像重构-compressive sensing .Based on the optimization methods, compression perception of image .
Wavelet_OMP
- 用小波变换和OMP重构的压缩感知算法来重构lena图像。-CS Algorithm with DWT and OMP。
Professor-Lu-Wusheng-lecture
- 陆吾生教授是加拿大维多利亚大学电气与计算机工程系的教授。此课件为其在国内大学短期精品课程的课件。包含最优化问题求解，压缩感知方法及其在稀疏信号和图像处理中的应用（压缩、重构、降噪等）。-Professor Lu Wusheng University of Victoria, Canada Professor of Electrical and Computer Engineering. The courseware for the University in the domestic short
GPSR_6.0
- 图像处理压缩感知基于梯度投影的重构算法 非常经典-Image processing compressed sensing reconstruction algorithm based on gradient projection
Wavelet_OMP_single_layer_2
- 基于omp重构算法的压缩感知的正交化高斯测量矩阵的图像压缩算法-Based on omp restructuring algorithm compression sensation orthogonalization Gauss measurement matrix image compression algorithm
Wavelet_CoSaMP
- 使用压缩感知cosamp重构算法进行图像处理的实例-Reconstruction algorithm using compressed sensing cosamp examples of image processing
OMP
- 压缩感知的一种正交匹配追踪重构算法，稀疏描述，观测矩阵，图像重构-Compressed sensing reconstruction algorithm orthogonal matching pursuit, sparse descr iption, observation matrix, image reconstruction
erzhituxiangCS
- 读取二值图像，转化为稀疏信号，变换到压缩域，然后用压缩感知进行重构。-Read binary image, into sparse signal, transform to the compressed domain, and then use compressed perception reconstruction
omp
- 使用压缩感知正交匹配追踪算法实现算法重构，可以二维图像-COMPRESSED SENSINGomp
Untitled1
- 一维图像重构，关于压缩感知的重构算法，利用omp算法对一维图像进行重构，利用matlab软件进行仿真，比较原图与重构图的差异-One-dimensional image reconstruction, compressed sensing reconstruction algorithm, using the the omp algorithm to reconstruct the one-dimensional image using matlab software simulation to
compare
- 基于小波变换的压缩感知图像处理,及三种重构算法.-Compression based on wavelet transform the perceived image processing and three reconstruction algorithm.
Demo_Undersampling_FourierDomain
- 采用傅里叶降采样方法恢复MRI图像，压缩感知稀疏重构在核磁共振成像中的运用-Using Fourier down sampling method of MRI image restoration, the use of compressed sensing sparse reconstruction in magnetic resonance imaging.
gaole
- 图像压缩感知与重构，运用omp算法实现，效果还不错。-compressive sensing
GPSR_6.0
- 压缩感知图像处理中的GPSR算法，即稀疏梯度投影算法，主要用于重构。-GPSR algorithm of compressed sensing image processing, namely, sparse gradient projection algorithm, it is mainly used for reconstruction.
SL0_2D_1
- 2维图像的压缩感知SL0重构算法，是本人精心编写调试好的，请放心使用。-2 dimensional image compressive Sengsing uingsing SL0 reconstruction algorithm
gOMP
- 广义正交压缩感知的代码，实现了压缩感知与图像的重构(Generalized orthogonal compressed sensing code, to achieve compressed sensing and image reconstruction)
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.)
Some CS Rconstruction Algorithm
- 关于压缩感知的不同的重构算法，可以提供给学习压缩感知的研究者的对比。(Different refactoring algorithms for compressed sensing can be compared to researchers working on compressed sensing.)
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
压缩采样匹配追踪重构算法
- 压缩感知稀疏度自适应重构算法，含有子功能程序和主程序，注意程序中数值与所选图像尺寸的匹配(Compressed sensing sparse adaptive reconstruction algorithm, contains subfunction program and main program, notice the value of the program matching the selected image size.)