压缩感知CS——采用小波变换进行稀疏表示，高斯随机矩阵为观测矩阵，重构算法为ROMP算法，对256*256的lena图处理，比较原图和ROMP算法在不同采样比例(0.74、0.5、0.3)下的重构效果，并各运行50次，比较算法性能PSNR和每次的运行时间 -Compressed sensing CS- using wavelet transform as sparse representation, Gaussian random matrix as the observation matr

一种正则化正交匹配追踪ROMP算法的matlab源程序，一个函数，方便使用-A New Regularized Orthogonal Matching Pursuit ROMP algorithm matlab source, a function, easy to use

正则化正交匹配追踪（ROMP）算法的matlab实现源代码。是一份不错的学习压缩感知入门资料。-Regularized Orthogonal Matching Pursuit (ROMP) algorithm matlab source code. Learning is a good introductory information on compressed sensing.

压缩感知正则化正交匹配算法（ROMP）以及用此算法实现一维信号和二维图像的恢复，亲自编写调试可用-The ROMP algorithm for compressive sensing and using this method to reconstruct the 1D signal and 2D image.

压缩感知算法一种，正则化正交匹配追踪(ROMP)-Compression-aware algorithm, a regularized orthogonal matching tracing (ROMP)