▍1. matlab
本文件中代码使用前馈卷积神经网络对图像进行去噪(In this paper, we use the feedforward convolution neural network to denoise the image.)
本文件中代码使用前馈卷积神经网络对图像进行去噪(In this paper, we use the feedforward convolution neural network to denoise the image.)
用SIFT结合光流场进行图像配准,得到不错的效果(The image registration is carried out with SIFT combined with optical flow field, and good results are obtained.)
这是TV模型最新的快速计算Matlab源代码,算法可以解决很多非线性扩散方程的计算。稳定性高,计算快。(This is the latest TV models fast calculation of Matlab source code, the algorithm can solve a lot of non-linear diffusion equation calculations. High stability, fast calculation.)
PIVlab是一个开源的粒子图像测速(PIV)软件。它不仅能够通过图像对计算出速度,而且能够得到、显示和导出多个参数的流动模式。通过一个友好的图形用户界面(GUI),使得的PIV技术分析和数据后处理更加快速、高效。(PIVlab is an open-source particle image velocimetry (PIV) software. It can not only calculate the speed through the image pairs, but also can get, display and export the flow patterns of multiple parameters. Through a friendly graphical user interface (GUI), the PIV technology analysis and data post-processing are faster and more efficient.)
快速非局部均值,用来消除噪声,效果良好,适合于细节较多的图像(Fast nonlocal means is used to eliminate noise and achieve good results, which is suitable for more detailed images.)
最大熵,求概率密度分布。目前的程序问题,是初始值选取需要完善。希望高手能解决。(The maximum entropy seeking probability density distribution. The current program, the initial value selected to be perfected. Expert can solve.)
说明: 图像去噪,降低图像的噪声,提高图像PSNR(image denoise,improve the psnr of image)
利用camshift方法实现对一个目标的跟踪,可直接运行,但是效果一般,希望大家能改进一下,相互学习(Achieve a target tracking camshift method, and can be run directly, but the general effect, I hope that we can improve it, and learn from each other)
此程序用于画混沌系统的相图及其分叉图,使用时只需要写出相应的混沌微分方程,便可画出相应的图(This procedure for drawing the phase diagram of chaotic systems and its Poincare section, when used only need to write the corresponding chaotic differential equations, will be able to draw the corresponding graph.)
本文提供了两种方法计算二维最大图像信息熵(This paper provides two methods for computing two-dimensional maximum image information entropy)
说明: matlab实现视频中动态目标跟踪,跟踪动态目标,确实效果很好(matlab implementation of dynamic video target tracking, tracking dynamic target is indeed good results)
包内提供了Contourlet和Wavelet变换进行图像增强、去噪的各种算法和.m文件,的确是好东西。(Package provides a Contourlet and Wavelet Transform for image enhancement, denoising the various algorithms and. M file, it is a good thing.)
基于Contourlet变换和SVM的SAR图像目标识别 (Contourlet transform and SVM based on the SAR image target recognition)
图像位移检测,用于探测前后两张图像相对位移关系,并输出移动后的像素数量(image drift detection)
利用经典PM模型在matlab上运行的图像降噪程序(Image denoising program based on classical PM model)
对于MATLAB双目视觉处理中,通过前期获取摄像机参数等后制成深度图。(For MATLAB binocular vision processing, we can get the depth map after obtaining camera parameters in the early stage.)
马尔科夫随机场 EM算法 做图像变化检测 请多指教(MRF EM image change detection algorithms do please advise)
ENVI中的ROI感兴趣文件自动转换成TIFF影像数据文件(ROI To Tiff Files)
通过数字图像相关的方法计算两幅图像之间的位移,计算时间较长,是最基础的DIC,没有优化。(Digital image correlation method to calculate the displacement between the two images, the time is longer, is the most basic DIC, no optimization.)