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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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tplbp
一种新的改进的LBP特征提取方法，采用多块比较的方法(a new LBP feature extraction method)
- 2010-02-11 13:09:50下载
- 积分：1
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OpenTLD-source
这是一个matlab tld算法，供大家参考(This is a matlab tld algorithm, for your reference)
- 2011-09-24 19:23:51下载
- 积分：1
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halftone
本程序实现了两种误差扩散算法，分别用Sierra扩散滤波器和stenenson扩散滤波器，实现了比Floy_stein更好的误差扩散半色调效果。(This procedure implements two error diffusion algorithm, respectively Sierra diffusion filters and stenenson diffusion filter, to achieve better than Floy_stein error diffusion halftone effects.)
- 2021-01-18 15:18:45下载
- 积分：1
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o7ttd5GC
易语言动画地图编辑器源码，易语言写的图形图像编程，很好的参考。(Easy language animated map editor source code, easy graphic language programming, a good reference.)
- 2013-09-17 10:17:01下载
- 积分：1
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HOG
读取一24位彩色图像，计算其以下图像特征：
1）灰度直方图
2）颜色直方图（RGB3个通道）
3）方向梯度直方图（HOG，将图像分成4*4 16个块，8个梯度方向）
(Read a 24-bit color images, calculate the following image features: 1) Histogram 2) color histogram (RGB3 channels) 3) histogram of oriented gradients (HOG, the image is divided into 4* 4 16 blocks, 8 gradient directions))
- 2020-06-28 15:00:01下载
- 积分：1
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MSRCR
说明： 带颜色恢复的MSR代码，可直接在MATLAB上调用。(MSR code with color recovery can be called directly on MATLAB.)
- 2019-12-17 14:59:41下载
- 积分：1
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NamespaceSupport2
Encapsulate Namespace tracking logic for use by SAX drivers.
- 2014-01-22 10:59:57下载
- 积分：1
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MotifOriginal
基于形状的灰度共生矩阵的图像检索，利用基元扫描图像(Shape-based image retrieval GLCM, using primitive scanned image)
- 2014-07-16 10:31:20下载
- 积分：1
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lichang
说明： 基于力场分布的图像处理源程序。包括基于力场的图像分割、边缘检测等。(Distribution of image processing based on force field source. Include force field-based image segmentation, edge detection.)
- 2010-04-29 11:46:12下载
- 积分：1
