softmatting_MATLABcode

计算王变换的matlab源程序， 对初学者很有用图像变换的程序(calculator the wang transform s programme,vrey useful for you)

非线性扩展卡尔曼滤波，在catr模型中的应用。(extending kalman filtering,cstr)

说明：  四种典型路面输入，凹凸路面模型、正弦、随机(Four typical road inputs)

该程序主要是计算在三维空间中的单极子天线的问题,其中包括PML,(The procedure is to calculate the three-dimensional space in the monopole antenna of issues, including PML,)

Light propagation in 1D arrayed waveguide

Simulation of random nodes movements are generated in matlab

将一幅灰度图的数据写成TGA格式的图片，该程序是用matlab中写的，文件里包含了一幅灰度图数据。(The data will be written in a grayscale image TGA format, the program is written in matlab, the file contains a grayscale data.)

说明：  EM最大期望算法：算法是在概率模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量。最大期望经常用在机器学习和计算机视觉的数据聚类领域。(EM algorithm)

本压缩文件中，含有3个图像增强的Matlab程序，包括用小波方法及非小波实现图像的增强(The compressed file, containing three of the Matlab image enhancement procedures, including the use of wavelet methods and non-wavelet image enhancement)

核主元分析程序，利用核函数将非线性数据映射到线性空间，再利用主元分析提取特征数据。(KPCA procedure uses the kernel nonlinear data mapped into linear space, and then using principal component analysis to extract feature data.)