419-Mahdi

Abstract—A novel algorithm to remove rain or snow streaks a video sequence using temporal correlation and low-rank matrix completion is proposed in this paper. Based on the observation that rain streaks are too small and move too fast to affect the optical flow estimation between consecutive frames, we obtain an initial rain map by subtracting temporally warped frames a current frame. Then, we decompose the initial rain map into basis vectors based on the sparse representation, and classify those basis vectors into rain streak ones and outliers with a support vector machine. We then refine the rain map by excluding the outliers. Finally, we remove the detected rain streaks by employing a low-rank matrix completion technique. Furthermore, we extend the proposed algorithm to stereo video deraining. Experimental results demonstrate that the proposed algorithm detects and removes rain or snow streaks efficiently, outperforming conventional algorithms.

说明：  用matlab实现图像的直方图均衡化处理(Matlab image histogram equalization processing )

MATLAB 仿真一个光伏升压变流器，从12V升到大概300多伏吧，很基本的仿真模型。(matlab PV invertor)

详细讲解matlab内的工具箱的使用与编程技巧，适合初学者。(Explained in detail within the matlab toolbox for use and programming skills, suitable for beginners.)

说明：  模式分类的配套的matlab工具箱，所以的函数，(Pattern classification of matching matlab toolbox, so the function)

A novel multipath matrix algorithm for exact room response identification in stereo echo cancellation.pdf自己编写的这篇英文文献代码(A novel multipath matrix algorithm for exact room response identification in stereo echo cancellation.pdf English literature I have written this code)

Facilitates keyboard input by abstracting details about inputparsing, conversions, and exception handling.

《数字信号处理实验(MATLAB版)》这，西安电子科技大学，出版的本实验教材中所有例题程序均例入此文件中( Digital Signal Processing Experiment (MATLAB version) This, Xi an University of Electronic Science and Technology, published materials in this experiment procedures are all examples to this document cases)

基于matlab的边缘检测，方法种类很多，如，sobel,canny,prewitt等等(Edge detection methods,such as,soble,canny,prewitt,and so on.)

matlab有限元结构动力分析与工程应用 第三章源程序(matlab finite element structural dynamic analysis and engineering application source code chapter)