资源简介
里面有多篇关于机器学习高斯模型的资料与总结含matlab程序
代码片段和文件信息
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#include “precomp.hpp“
#include
// to make sure we can use these short names
#undef K
#undef L
#undef T
// This is based on the “An Improved Adaptive Background Mixture Model for
// Real-time Tracking with Shadow Detection“ by P. KaewTraKulPong and R. Bowden
// http://personal.ee.surrey.ac.uk/Personal/R.Bowden/publications/avbs01/avbs01.pdf
//
// The windowing method is used but not the shadow detection. I make some of my
// own modifications which make more sense. There are some errors in some of their
// equations.
//
namespace cv
{
BackgroundSubtractor::~BackgroundSubtractor() {}
void BackgroundSubtractor::operator()(InputArray OutputArray double)
{
}
void BackgroundSubtractor::getBackgroundImage(OutputArray) const
{
}
static const int defaultNMixtures = 5;
static const int defaultHistory = 200;
static const double defaultBackgroundRatio = 0.7;
static const double defaultVarThreshold = 2.5*2.5;
static const double defaultNoiseSigma = 3
属性 大小 日期 时间 名称
----------- --------- ---------- ----- ----
文件 265165 2013-08-22 15:59 混合高斯模型资料总结含matlab\AVBS_2001_An Improved Adaptive Background Mixture Model for Realtime Tacking with Shadow Detection_P.KaewTrakulPong.pdf
文件 15960 2013-08-24 18:34 混合高斯模型资料总结含matlab\bgfg_gaussmix.cpp
文件 327680 2014-10-27 17:10 混合高斯模型资料总结含matlab\EM算法在高斯混合模型中应用matlab.doc
文件 4121543 2014-10-27 17:05 混合高斯模型资料总结含matlab\GMM(1).rar
文件 537600 2012-03-30 14:55 混合高斯模型资料总结含matlab\GMM建模与EM算法.ppt
文件 1315 2013-08-24 18:34 混合高斯模型资料总结含matlab\GMM测试函数.cc
文件 217660 2012-03-29 19:01 混合高斯模型资料总结含matlab\GMM详细公式推导.pdf
文件 218971 2013-08-22 16:33 混合高斯模型资料总结含matlab\icpr_2004_Improved Adaptive Gaussian Mixture Model for Background Subtraction_Zivkovic.pdf
目录 0 2014-11-03 22:05 混合高斯模型资料总结含matlab
----------- --------- ---------- ----- ----
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