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Bayes压缩感知代码
- The VB BCS codes implemented by MatLab 7.0 are included in this package. BCSvb.m: VB BCS code demo_BCSvb_1d.m: example of a 1-dimensional signal demo_BCSvb_2d.m: example of a 2-dimensional image: 128x128 image 'cameraman' demo_BCSvb_2d_small.
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.
BCS_
- 贝叶斯压缩感知的仿真程序，此程序使用LAPLACE先验，-This is a simple example to test the fast Laplace algorithm from the following paper: S. D. Babacan, R. Molina, A. K. Katsaggelos. bayesian Compressive Sensing using Laplace Priors
PGC_v2.32_web
- 经典的压缩感知重建算法，可以很方便的使用。-it good
bcs_ver0.1
- 贝耶斯压缩感知的matlab源代码-Bayesian compression perceived matlab source code
Space-Time-BCS-
- 一种空时贝叶斯压缩感知算法，用在认知无线电中，大大提高了检测概率-Perception of space-time compression of a Bayesian algorithm, used in the cognitive radio, greatly improving the detection probability
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
Bayesian_compressive_sensing
- 贝叶斯压缩感知算法的经典文献，相关研究必看-Bayesian algorithm for compressed sensing of the classic literature, relevant research must see
BCS-for-phonetic-classification
- 贝叶斯压缩感知在语音识别上的一种应用方法-Bayesian compressed sensing in a speech recognition application method on
UWB-channel-estimation-based-on-BCS
- 基于贝叶斯压缩感知的一种极宽带信道的估计-A compressed sensing based on Bayesian very broadband channel estimation
MT_CS_demo
- 主要是采用贝叶斯分压缩感知算法，及相关的应用实例-BSC used in the compressed sensing
Wireless-CS
- 简单的压缩感知用于无线传感器的例子，还有贝叶斯压缩感知-Simple compress perception used for wireless sensor examples, and the bayesian compression perception
Bayesian-Compressive-Sensing
- 基于贝叶斯压缩感知理论的相关介绍，压缩感知理论是近几年非常热门的研究内容-Introduction of compressed sensing theory based on Bayesian compressed sensing theory is very popular in recent years, the research content
bcs_ver0.1
- 贝叶斯压缩感知源代码，可以实用无线传感器网络、图像处理等应用领域。感兴趣的朋友可以下载哦。(Bayes compressive sensing is applied in wirless sensor networks, image processing and so on. If you are interested, you can dowload them.)
bcs_vb
- 贝叶斯压缩感知 bayesian compressed sensing(bayesian compressed sensing)
贝叶斯综合
- 基于贝叶斯压缩感知非均匀线阵方向图综合的两篇文献(Two literatures on the synthesis of nonuniform linear array pattern based on Bayesian compression)
压缩感知和稀疏贝叶斯
- 基于贝叶斯理论的压缩感知算法，基于已有的先验知识，和信号的稀疏性，采用贝叶斯理论，对信号进行重构恢复。
BCS_demo
- 贝叶斯压缩感知例子 Bayesian Compressive Sensing, Shihao Ji, Ya Xue, and Lawrence Carin, IEEE Trans. Signal Processing, vol. 56, no. 6, June 2008.(Bayesian Compressive Sensing, Shihao Ji, Ya Xue, and Lawrence Carin, IEEE Trans. Signal Processing, vol. 56, no.
利用拉普拉斯先验的压缩感知稀疏重构的贝叶斯方法
- 利用拉普拉斯先验的压缩感知稀疏重构的贝叶斯方法(The bayesian method of sparse reconstruction using Laplace's prior compressed sensing)
变分贝叶斯稀疏恢复代码
- 基于贝叶斯压缩感知的变分贝叶斯稀疏恢复代码，是入行压缩感知，变分推断的良好入门代码