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文件名称:mixture_of_gaussians

  • 所属分类：
    matlab
  • 标签属性：
    [Windows] [Visual C] [源码]
  • 上传时间：
    2012-11-16
  • 文件大小：
    78.71kb
  • 已下载：
    0次
  • 提 供 者：
    mohamme********
  • 相关连接：
    无
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Among the high-complexity methods, two methods dominate the literature Kalman filtering and Mixture of Gaussians (MoG). Both have their advantages, but Kalman filtering gets slammed in every paper for leaving object trails that can t be eliminated. As this seems like a possible deal breaker for many applications, I went with MoG. Also, MoG is more robust, as it can handle multi-modal distributions. For instance, a leaf waving against a blue sky has two modes—leaf and sky. MoG can filter out both. Kalman filters effectively track a single Gaussian, and are therefore unimodal: they can filter out only leaf or sky, but usually not both. -Among the high-complexity methods, two methods dominate the literature　Kalman filtering and Mixture of Gaussians (MoG). Both have their advantages, but Kalman filtering gets slammed in every paper for leaving object trails that can t be eliminated. As this seems like a possible deal breaker for many applications, I went with MoG. Also, MoG is more robust, as it can handle multi-modal distributions. For instance, a leaf waving against a blue sky has two modes—leaf and sky. MoG can filter out both. Kalman filters effectively track a single Gaussian, and are therefore unimodal: they can filter out only leaf or sky, but usually not both.
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下载文件列表

mixture_of_gaussians/bg_sub_mog_gui2.fig
mixture_of_gaussians/bg_sub_mog_gui2.m
mixture_of_gaussians/mixture_of_gaussians.m
mixture_of_gaussians/mixture_of_gaussians_c.m
mixture_of_gaussians/mixture_of_gaussians_c_files/cfiles
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c.c
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c.ctm
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c.h
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c_main.c
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c_msvc6.dsp
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c_msvc8.dsp
mixture_of_gaussians/mixture_of_gaussians_c_files/mixture_of_gaussians_c_stub_main.c
mixture_of_gaussians/mixture_of_gaussians_c_files/README_msvc8.txt
mixture_of_gaussians/mixture_of_gaussians_mex_files/cfiles
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c.asv
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c.c
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c.dll
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c.h
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c.list
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c_mex.c
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c_msvc6.dsp
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c_msvc8.dsp
mixture_of_gaussians/mixture_of_gaussians_mex_files/mixture_of_gaussians_c_stub_mex.c
mixture_of_gaussians/mixture_of_gaussians_mex_files/README_msvc8.txt
mixture_of_gaussians/mixture_of_gaussians_test_harness.m
mixture_of_gaussians/mixture_of_gaussians_c_files
mixture_of_gaussians/mixture_of_gaussians_mex_files
mixture_of_gaussians

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