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On-Line_MCMC_Bayesian_Model_Selection.rar
... . The derivation and details are presented in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Sequential Bayesian Estimation and Model Selection Applied to Neural Networks . Technical report CUED/F-INFENG/TR 341, Cambridge University Department ...
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opticalflowmatlabcodes.rar
使用光流法进行的视频图像分割The Lucas-Kanade algorithm for motion estimation was used, and was implemented in Matlab due to the fact that most of the matrix operation functions that are needed are already available and hence saves time by not having to implement these ...
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NoiseReduction_v1.rar
本程式实做了Noise Reductin Algorithm
2005年一个韩国人在ieee发表的Paper
Block-based noise estimation using adaptive Gaussian filtering
此论文也收录在资料夹中，供使用者参考。
首先，click open file ...
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mex.zip
Demo-z1 (Phase Unwrapping)
Interferogram
Z-step with known
discontinuities
Demo-zp2 (Absolute Phase Estimation
Demo-zp2 (Absolute Phase Estimation
Demo-zp3 (Absolute Phase Estimation – cont.)
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kalman.rar
... matrix X (X can = Z)
with model order p
V = initial covariance of observation sequence noise
returns model parameter estimation sequence A,
sequence of predicted outcomes y_pred
and error matrix Ey (reshaped) for y and Ea for a
along with inovation ...
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misc.rar
Probability distribution functions.
estimation - (dir) Probability distribution estimation.
dsamp - Generates samples from discrete distribution.
erfc2 - Normal cumulative distribution function.
gmmsamp - Generates sample from Gaussian mixture ...
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Kalman.rar
... in your matlab directory, In Matlab type
addpath matlab/KPMtools
addpath matlab/Kalman
Demos
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See tracking_demo.m for a demo of 2D tracking.
See learning_demo.m for a demo of parameter estimation using EM.
较早版本的kalman滤波matlab源码，适合研读。
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