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libGMM
说明: matlab2016b编写的调用了库函数的混合高斯背景建模源代码。(The source code of Mixture Gauss Background Modeling which calls library function is written by MATLAB 2016b.)
- 2019-06-13 20:05:01下载
- 积分:1
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GMM高斯混合模型进行背景建模(Matlab)
转:https://blog.csdn.net/jinshengtao/article/details/26278725
混合高斯背景建模是基于像素样本统计信息的背景表示方法,利用像素在较长时间内大量样本值的概率密度等统计信息(如模式数量、每个模式的均值和标准差)表示背景,然后使用统计差分(如3σ原则)进行目标像素判断,可以对复杂动态背景进行建模,计算量较大。
在混合高斯背景模型中,认为像素之间的颜色信息互不相关,对各像素点的处理都是相互独立的。对于视频图像中的每一个像素点,其值在序列图像中的变化可看作是不断产生像素值的随机过程,即用高斯分布来描述每个像素点的颜色呈现规律单模态(单峰),多模态(多峰)(Gaussian mixture background modeling is a background representation method based on the statistical information of pixel samples. Statistical information such as the number of patterns, the mean and standard deviation of each pattern are used to represent the background. Statistical difference (such as 3_principle) is used to judge the target pixel. Complex dynamic background modeling has a large amount of computation.
In the Gaussian mixture background model, it is considered that the color information between pixels is uncorrelated and the processing of each pixel is independent of each other. For each pixel in a video image, the change of its value in a sequential image can be seen as a random process that produces pixel values continuously, i.e. Gaussian distribution is used to describe the regularity of color rendering of each pixel in single mode (single peak) and multi-mode (multi-peak).)
- 2020-11-01 09:49:54下载
- 积分:1
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myexcise1
我做的课题的响应信号,做了响应的小波包能量分析,希望对大家有帮助(I do issue a response signal, so the response of the wavelet packet energy analysis, we want to help)
- 2011-09-18 15:22:52下载
- 积分:1
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Img_compress
用奇异值分解的方法实现图像压缩,有助于初学者了解奇异值分解的应用(Using singular value decomposition method to achieve image compression will help beginners understand the application of singular value decomposition)
- 2007-07-12 19:40:42下载
- 积分:1
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Photo
说明: 图形处理功能,有滤波功能,边缘提取等各个方面,值得一看(Graphics processing capabilities, has filtering, edge detection and other aspects, see)
- 2008-08-30 17:26:54下载
- 积分:1
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CAGD_NURBS
施法中新版《计算几何与计算机图形学》,书中所带光盘,包含书中源码和其团队开发的软件,能够实现曲线曲面拟合和编辑(The new cast of Computational Geometry and Computer Graphics , the book brought the disc that contains the source code in the book and his team developed software enables curve and surface fitting and edit)
- 2016-02-15 09:40:33下载
- 积分:1
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compute_homography
在张正友的基于平面方格的摄象机标定中,单应矩阵是关键的一步,本程序是效率精度比较高的源码(Zhang is the Friends of the plane on the box camera calibration alone should matrix is a crucial step, The procedure is relatively high efficiency accuracy of source)
- 2007-06-07 10:55:33下载
- 积分:1
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Axisch
各个坐标系之间的坐标变化:地心大地坐标到地心空间大地直角系,地心系和测站系,测站系和测站系等之间的变化,旋转,平移。(Coordinate changes between the various coordinate systems: geocentric geodetic coordinate system to the geocentric Cartesian space earth, geocentric system and station lines, change the station, such as lines and lines between stations, rotation, translation)
- 2013-12-31 23:31:40下载
- 积分:1
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Radarsat2
将Radarsat2极化SAR图像数据转换为散射矩阵及相干矩阵T3的matlab代码,附上的图像文件是用Enviview软件截取转存的各通道实部虚部文件,以及lutsigma.xml查找表文件.作者辛苦所做,希望对SAR初学者有所帮助.(Will Radarsat2 polarization SAR image data is converted to T3 scattering matrix and the coherent matrix of matlab code, the attached image file is transferred Enviview software maintained by the interception of the real part imaginary part of the channel files, and lutsigma.xml lookup table file. Of the hard done, in the hope SAR to help beginners.)
- 2020-12-11 21:49:17下载
- 积分:1
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code
de-speckling of noise in medical ultra sound images...
- 2013-08-14 18:54:36下载
- 积分:1