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EM_GM
% EM algorithm for k multidimensional Gaussian mixture estimation
%
% Inputs:
% X(n,d) - input data, n=number of observations, d=dimension of variable
% k - maximum number of Gaussian components allowed
% ltol - percentage of the log likelihood difference between 2 iterations ([] for none)
% maxiter - maximum number of iteration allowed ([] for none)
% pflag - 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none)
% Init - structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none)
%
% Ouputs:
% W(1,k) - estimated weights of GM
% M(d,k) - estimated mean vectors of GM
% V(d,d,k) - estimated covariance matrices of GM
% L - log likelihood of estimates
%( EM algorithm for k multidimensional Gaussian mixture estimation Inputs: X (n, d)- input data, n = number of observations, d = dimension of variable k- maximum number of Gaussian components allowed ltol- percentage of the log likelihood difference between 2 iterations ([] for none) maxiter- maximum number of iteration allowed ([] for none) pflag- 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) Init- structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) Ouputs: W (1, k)- estimated weights of GM M (d, k)- estimated mean vectors of GM V (d, d, k)- estimated covariance matrices of GM L- log likelihood of estimates)
- 2008-04-27 15:51:27下载
- 积分:1
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Project1
基于optisystem的激光外调制仿真(Laser modulation simulation)
- 2014-10-31 16:04:19下载
- 积分:1
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code
MATLAB7.x数字信号处理 光盘内容。其中为课本的源码。有利于学习。(Digital Signal Processing MATLAB7.x CD-ROM content. One source for textbooks. Conducive to learning.)
- 2008-05-22 00:01:47下载
- 积分:1
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coherencefilter
Example:
A = double(imread( fingerprint.png ))/255
B = coherencefilter(A,4, sigma ,1.5, rho ,5)
image(min(max(B,0),1)) axis image
[1] Weickert, J. 1996. Anisotropic Diffusion in Image Processing. Ph.D.
Thesis, Dept. of Mathematics, University of Kaiserslautern, Germany,
pp. 42-43, 80-82, 107.
Pascal Getreuer 2008-2009
- 2010-01-07 03:13:12下载
- 积分:1
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fun
说明: 这是一个用matlab读取txt(特定格式)文件并读取文件,画出figure,自动保存和关闭figure。程序运用了深度搜索递归算法。(因为大家没有input的txt文件,所以阅读程序领会思想和方法即可)(This is a use matlab to read txt (a specific format) file and read documents, painted figure, on and off automatically to preserve figure. Procedures for the use of recursive depth search algorithm. (Because there are no input of the txt file, so reader can understand the ideas and methods))
- 2009-07-26 05:52:22下载
- 积分:1
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Image-transformation
图像增强,MATLAB数字信号与图像处理范例实战速查宝典第九章内容(Image transformation)
- 2014-11-27 10:56:08下载
- 积分:1
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MIMO-radar
介绍MIMO雷达的发展趋势以及发展方向,适合初学者对MIMO雷达的研究(the introduce of the MIMO radar)
- 2014-12-26 16:01:04下载
- 积分:1
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GPS_SINS
GPS与捷联惯导的组合导航程序,可以运行(GPS and SINS integrated navigation program, directly run)
- 2015-08-10 10:21:48下载
- 积分:1
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lightningcentralcontrol
灯光中央控制系统的设计应用,是一份非常经典的灯光控制应用领域的文档(灯光中央控制系统的设计应用)
- 2010-01-03 19:27:18下载
- 积分:1
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matlab
matlab应用大全的整本书的源代码,可以用于初学者,也可以用于非初学者(Encyclopedia of the entire book matlab application source code.)
- 2013-08-23 15:21:48下载
- 积分:1