搜索资源列表
CPRL
- 非线性压缩感知，学习图像处理比较好的代码。-Nonlinear compressed sensing
CT-tracking
- 一种简单高效地基于压缩感知的跟踪算法。首先利用符合压缩感知RIP条件的随机感知矩对多尺度图像特征进行降维，然后在降维后的特征上采用简单的朴素贝叶斯分类器进行分类。该跟踪算法非常简单，但是实验结果很鲁棒，速度大概能到达40帧/秒-A simple and efficient tracking algorithm based on compressed sensing. Firstly, with the random sensing matrix compressed sensing RIP co
compresseive-sensing-dct_cs
- 压缩感知中常用的DCT基，用来对图像进行稀疏化处理的，可供初学者学习参考-DCT compressed sensing commonly used base for sparse image processing, for beginners to learn reference
123456wavelet_s_layer_2
- 关于压缩感知的单层小波变换的，对低频部分保留传输，高频部分进行观测从而达到压缩的目的-On compressed sensing single wavelet transform, the low frequency part of the reserved transmission, the high-frequency part of the observations so as to achieve the purpose of compression
ultrasound-reconstruction.tar
- 实现基于压缩感知理论的超声重构算法,其中包含SPGL1的工具包，在maltab中添加到路径即可-Based on the theory of compressed sensing reconstruction algorithm ultrasound
CoSaMP
- 压缩感知基追踪算法，实现二维图像的小波变换以及图像重构-Compressed sensing based tracking algorithm, wavelet transform two-dimensional image, and image reconstruction
IHT
- 压缩感知的贪婪迭代算法，算法使用最小二乘估计来重构信号-Greedy iterative algorithm compressed sensing algorithms to reconstruct the signal using a least squares estimation
compressed_sensing_example
- 压缩感知重构算法BP重建算噶MATLAB实现-compressed sensing
cs
- 压缩感知的相关介绍和代码，有助于初学者的学习和使用-Compressed sensing related presentations and code, to help beginners learn and use
cs-code
- 压缩感知的代码，里面有好多测量矩阵可以挑选，挺好挺全的代码-Compressed sensing code, there are a lot of measurement matrix can pick, very good full code
fenkuaiyasuoganzhichengxu
- 分块压缩感知程序 本程序实现图像LENA的压缩传感-Block compressed sensing program
8-(1)
- 图像修复是对图像中破损区域进行信息填充，以减少图像破损所带来的信息损失的过程。 传统的图像修复方法需要依赖图像的具体结构来制定相应的修复方法，压缩感知理论的提出，使得可以利 用信号的稀疏性来对图像进行修复。基于K 奇异值分解（KSVD）与形态学成分分析（MCA，Morphological Component Analysis）的图像修复方法首先采用形态学成分分析方法对破损图像进行特征分析，将其分解 为结构部分和纹理部分；然后基于学习型字典KSVD分别对这两部分进行过完备字典训练；
CS_OMP
- 图像压缩感知中采用正交匹配追踪算法回复图像。-Perception of image compression using orthogonal matching pursuit algorithm reverts images.
cs
- 压缩感知及其实现，文章加代码过程分析-Compressed sensing and its implementation
SparseLab100-Core
- 压缩感知Matlab工具箱，解压到Matlab工具箱文件夹下，按照说明文档做设置即可使用。来自，在此表示感谢！-CS Toolbox Thank SparseLab!
CTracking
- 压缩感知目标跟踪算法，vs2010与opencv2.2下编译，提取摄像头目标。-Compressed sensing target tracking algorithm, vs2010 and opencv2.2 compilation, extract the camera target.
KSVD
- 利用ksvd算法对矩阵进行奇异值分解实现压缩感知中的字典训练，-Use ksvd algorithm matrix singular value decomposition to achieve compression dictionary perception training,
BCS_CODE
- matlab写的贝叶斯的压缩感知的代码，应用范围广泛，很不错。-matlab write code compression Bayesian perception, wide range of applications, very good.
Wavelet_OMP_WD
- 一个基于小波变换的压缩感知的重构OMP算法-An OMP-based compressed sensing reconstruction algorithm based on wavelet transform
SFCT
- 一种新的目标跟踪算法。将压缩感知引入到序列图像目标跟踪中，可以实现目标的稳定快速跟踪。-A new target tracking algorithm. The compressed sensing is introduced into the sequence of image target tracking, stabilization target can be achieved fast track.