code_Kalman
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：15KB
下载次数：196
上传日期：2008-03-08 22:42:28
上 传 者：
dulu
说明： 基于卡尔曼滤波器的物体追踪算法，很好用的，而且效率也很高
(Kalman Filter-based object tracking algorithm, a very good use, but also high efficiency)
文件列表:
source code_Kalman\AR_to_SS.m (1107, 2003-05-29)
source code_Kalman\convert_to_lagged_form.m (425, 2003-05-29)
source code_Kalman\ensure_AR.m (354, 2003-05-29)
source code_Kalman\eval_AR_perf.m (1045, 2003-05-29)
source code_Kalman\gaussian_prob.m (733, 2003-05-29)
source code_Kalman\kalman_filter.m (2899, 2003-05-29)
source code_Kalman\kalman_forward_backward.m (2392, 2003-05-29)
source code_Kalman\kalman_smoother.m (1584, 2003-05-29)
source code_Kalman\kalman_update.m (1840, 2003-05-29)
source code_Kalman\learning_demo.m (1022, 2003-05-29)
source code_Kalman\learn_AR.m (819, 2003-05-29)
source code_Kalman\learn_AR_diagonal.m (687, 2003-05-29)
source code_Kalman\learn_kalman.m (5498, 2003-05-29)
source code_Kalman\plotgauss2d.m (898, 2003-05-29)
source code_Kalman\plot_ellipse.m (507, 2003-05-29)
source code_Kalman\sample_gaussian.m (505, 2007-01-10)
source code_Kalman\sample_lds.m (1797, 2003-05-29)
source code_Kalman\smooth_update.m (1199, 2003-05-29)
source code_Kalman\SS_to_AR.m (579, 2003-05-29)
source code_Kalman\tracking_demo.m (1960, 2003-05-29)
source code_Kalman (0, 2007-11-18)
Kalman filter toolbox written by Kevin Murphy, 19***.
See http://www.ai.mit.edu/~murphyk/Software/kalman.html for details.
This version was last updated on 18 January 2003.
Installation
------------
1. Install KPMtools from http://www.ai.mit.edu/~murphyk/Software/KPMtools.html
3. Assuming you installed all these files in your matlab directory, In Matlab type
addpath matlab/KPMtools
addpath matlab/Kalman
Demos
-----
See tracking_demo.m for a demo of 2D tracking.
See learning_demo.m for a demo of parameter estimation using EM.
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