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统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines,
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对广义高斯分布有个基本的认识,为以后的应用打下基础-The generalized Gaussian distribution have a basic understanding of lay the foundation for future applications
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一种广义高斯分布的参数快速估计法,实现GGD函数拟合-The parameters of a generalized Gaussian distribution fast estimation method to achieve function fitting GGD
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广义高斯分布随机样本的产生,具体讲解了如何产生广义高斯分布随机样本。-Generalized gaussian distribution of random samples produced to explain in detail how to produce, the generalized gaussian random samples.
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仿真产生十种概率分布的随机序列,包括均匀分布、高斯分布、指数分布、广义指数分布、混合指数分布、韦布尔分布、瑞利分布
广义瑞利分布、拉普拉斯分布、柯西分布等,并进行参数检验,概率分布检验和独立性检验-Simulation produces ten kinds of probability distribution of random sequences, including uniform, Gaussian, exponential, generalized exponential dist
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这是几个不同形状参数的广义高斯分布的密度函数作图,以及形状参数的极大似然估计的程序。-This is several different shape parameters of the generalized Gaussian distribution density function mapping, as well as the shape parameter of the great likelihood estimation procedures.
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denoise
In BayesShrink[5] we determine the threshold for
each subband assuming a Generalized Gaussian
Distribution(GGD) . The GGD is given by
GG¾ X ¯ (x) = C(¾ X ¯ )exp¡ [® (¾ X ¯ )jxj]¯ (6)
¡ 1 <
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我按这篇文章做的,广义高斯分布及其在图像去噪中的应用,没有完全做出来,谁做出来了,分享一下- The statistics of imagewavelet coefficients is non2Gaussian and can be described by generalized Gaussian
distribution (GGD). The paper investigates the issues of GGD statisticalmodel for wavelet coeffi
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