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bcs_vb.zip
- 一个基础贝叶斯变换的压缩感知，包含一个源代码和一个一维信号处理的例子和两个二维图像的例子,The basic BCS implemented via a variational Bayesian approach. The package includes the core VB-BCS code, one example of a 1-dimensional signal and two examples of 2-dimensional images.
MinTV_Test
- 采用MinTV算法对图像进行处理，用MinTV恢复算法+牛顿迭代法实现压缩感知对图像的处理。-MinTV algorithm using image processing, with MinTV recovery algorithm+ Newton iteration method to achieve compression perception of the image processing.
romp
- 图像处理，压缩感知中ROMP的代码实现。-Image processing, compression-aware in the ROMP of code to achieve.
compressed-sensing-procedure
- 基于压缩感知的图像处理，分别使用二维DCT、FFT和一维dwt变换对图像信号进行稀疏变换，然后使用正交匹配追踪算法进行重构，在进行相应的逆变换-This is a image processing procedure based on compressed sensing which respectively uses two-dimensional DCT, FFT and one-dimensional dwt transform to sparse the image signal a
Wavelet_OMP
- 运用压缩感知的原理对图片进行处理 并通过正交匹配追踪法进行图像的重构-compressed sensing for colour image and the reconstruction by OMP
CS_OMP
- 采用l1最小范数优化的方法进行压缩感知的图像处理-Minimum norm optimization using l1 compression method of image processing perception
fbmpCP
- 用于图像处理的压缩感知的快速贝叶斯匹配追击算法-Compressed sensing image processing for rapid Bayesian matching pursuit algorithm
19854809dct_cs
- matlab基于压缩感知理论的dct变换后的图像处理-compress sense
107215820matchingpursuit
- matlab环境下基于压缩感知理论BP算法的图像处理-compress sense
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.
software
- 用于压缩感知图像处理的matlab代码 包括CoSaMP，GBP，IHT，OMP，BP，SP等算法的代码-matlab codes for image processing applied for compressed sensing，codes including CoSaMP，GBP，OMP，BP，IHT，SP
Wavelab850
- 适用于压缩感知图像处理的工具包，对从事MR图像处理的朋友希望有帮助，matlab开发-wave lab forMRI processing
Gabor
- 用于进行压缩感知图像处理，处理图像图形纹理，来自莱丝大学压缩感知图像处理网站-Processing the image texture，Compressed sensing is used for image processing, from Rice University, Compressed sensing image processing site
OMPdemo
- SAR图像压缩感知图像处理，用于压缩感知处理后的SAR图像进行图像重建与恢复-SAR image compression sensing image processing, image sensing processing for compressing SAR image after reconstruction and restoration
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.
基于结构稀疏的SAR图像低秩重建
- 压缩感知图像处理用于SAR 经典的压缩感知教科书的源代码(compressed sensing SAT)
compressive sensing
- 一种基于压缩感知的遥感影像融合处理方法，以压缩感知理论为核心，结合小波变换的方法进行低分辨率影像的重构，最终获得融合影像。(A method of remote sensing image fusion based on compressed sensing, which takes compression sensing theory as the core, combines wavelet transform method to reconstruct low resolution ima
高光谱压缩感知
- 在压缩感知下提高高光谱图像的压缩率， 采用自适应的变换编码，具有明显的图像处理优势。(image processing The compression ratio of hyperspectral image is improved under compressed sensing, and the adaptive transform coding is used, which has obvious advantages of image processing.)
压缩感知重构算法之SP算法python实现
- 压缩感知Sp算法，python实现，图像处理方向的，可以改变为信号处理，可以极好的重构出原图像。(Compressed sensing Sp algorithm, python implementation)
BOMP
- 用于图像处理和信号DOA估计，是基于块稀疏的正交匹配追踪算法(This is an algorithm based on signal block sparsity, which can be used in image processing and signal DOA estimation)