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chengxu
- 针对图像感知编码算法的编解码程序代码,特别是分形图像压缩-Perceptual coding algorithm for encoding and decoding program code, in particular, fractal image compression
Exercise4
- 程序实现设计一单一感知器神经元以及采用神经网络拟合奇异函数。压缩包中还包含相关的参考资料。-Design a program to achieve a single sensor neurons and neural networks fitting singular function. Compressed package also contains the associated reference materials.
admm_simpllified
- admm,压缩感知的重构程序,内有仿真信号-admm,compressive sensing
CS
- 压缩感知matlab代码,用于图像压缩回复,成功运行,里面有各种CS程序,bp,omp,somp都有,能成功运行!-Compressed sensing matlab code, reply is used for image compression, run successfully, there are all kinds of CS program, bp, omp, somp all have, can run successfully!
Compressive_sensing
- 傅立叶变换矩阵对信号进行稀疏表示,用高斯随即观测矩阵观测,重构方法为征缴匹配追踪算法、压缩感知入门程序,经典之作- U5085 u7An2F3 u53D3 u53A2 u7R09 u09R0 U9635 u89C2 u6D4B uFF0C u91CD u678 u6B1 u6CD5 u4E3A u5F81 u7F34 u5339 u914D u8E U5E8F uFF0C u7ECF u5178 u4E4B u4F5C
compressing
- 应用傅立叶变换矩阵对信号进行稀疏,经高斯随机观测矩阵观测,经正交匹配追踪算法重构.压缩感知入门程序-The Fourier transform matrix is used to spill the signal. Observed by Gaussian random observation matrix and reconstructed by orthogonal matching tracing algorithm. Compression Sensing Getting Started
OMP
- 该程序是压缩感知的贪婪算法-正交匹配追踪(OMP)算法,包括算法的测试和算法性能验证程序。-The program is a greedy algorithm of compressive sensing - orthogonal match pursuit (OMP) algorithm, which includes algorithmic testing and algorithm performance verification procedures.
MWC
- 基于压缩感知的模拟信息转换器,实现调制宽带转换器的MATLAB程序- U57FA u5382 u5382 u5113 u6682 u6682 u7682 u6A1 u6D0 u32DF u0FE1 u606F u8F6C u6362 u5668 uFF0C u5B9E u73B0 u8C03 u5236 u5BBD u5E26 u8F6C u6362 u5668 u7684MATLAB U7A0B u5E8F
cs_model
- 用于压缩感知的简单MATLAB程序,供大家参考。。。(the easy matlab words fo compresed sensing)
workshop.tar
- 压缩感知的MRI图像重建测试CS-MRI 程序包括:fft2、ifft2、小波稀疏变换子程序、测试数据、demo程序......(compressed sensing for MRI)
MMP
- 用Matlab编写的多路径匹配追踪算法程序,亲测好用,学习压缩感知的同学额可以下载,用来科研论文发表(Matlab prepared by the multi path matching tracking algorithm procedures, pro test, easy to use, learning compression aware of the amount of students can download, used for scientific research papers
程序
- SOM-SVM模型是利用SOM的聚类特点,将含有相同特征的输入样本聚集在一起,并把离聚类中心较远的输入样本舍去。经过20%的样本压缩后,将含有代表性的小样本再送入SVM进行训练。本文的样本集通过实验平台采集,验证了基于支持向量机的频谱感知方法在实际数据测试条件下也能取得很好的感知性能。仿真结果表明,SOM-SVM模型在低信噪比下,频谱检测率接近100%,检测错误率也得到了很好的改善。(The SOM-SVM model is based on clustering characteristics
基于压缩感知的SAR雷达成像后面附有程序
- This is an article on the application of compressed sensing technology in synthetic aperture radar imaging, with code attached to it
reference_based_MRI_Fast_repeated_scans
- matlab程序,使用压缩感知的方法,在长期纵向的MRI中利用之前扫描结果的相似性快速成像(Matlab program, using the method of compressed sensing, in the long-term longitudinal MRI using the previous scan results similarity rapid imaging.)
Sparse image and signal processing
- 这本书在稀疏的多尺度图像和信号处理提出了艺术状态,包括线性多尺度变换,如小波,脊波和曲波变换、非线性、多尺度变换基于中值和数学形态学算子。最近的稀疏性和形态多样性的概念描述和利用各种问题,如去噪,反问题正规化,稀疏信号分解,盲源分离,压缩感知。 这本书的理论和实践研究相结合的领域,如天文学、生物学、物理学、数字媒体应用和取证。最后一章探讨了信号处理中的一个范式转换,表明以前的信息取样和提取的限制可以用非常重要的方法加以克服。 MATLAB和IDL代码伴随这些方法和应用程序重现。 实验并说明
Compressed_Sensing_MRI_project-master
- 用于医学图像成像的程序,采用压缩感知技术实现对MRI图像的恢复,该程序为一个完整的工程项目,有很大的可改性(For medical imaging applications, compressed sensing technology is applied to restore MRI images. The program has great modification for a complete engineering project.)
CS_OMP重构
- omp重构算法程序,压缩感知重构算法,包含测试程序(Omp reconstruction algorithm program, compressive sensing reconstruction algorithm, including test program)
基于压缩感知的SAR成像仿真程序
- 基于cs的sar成像仿真,包括omp、sl0、osl0、onsl0等cs算法(ISAR imaging simulation based on CS, including OMP, sl0, osl0, onsl0 and other CS algorithms)
CoSaMP算法
- 压缩感知算法——CoSaMP算法程序。已经试过,程序正确无误。