Description: LOCALNORMALIZE A local normalization algorithm that uniformizes the local mean and variance of an image.
ln=localnormalize(IM,sigma1,sigma2) outputs local normalization effect of image IM using local mean and standard deviation estimated by Gaussian kernel with sigma1 and sigma2 respectively.
Contributed by Guanglei Xiong (xgl99@mails.tsinghua.edu.cn) at Tsinghua University, Beijing, China.
Inspired by the link:
http://bigwww.epfl.ch/demo/jlocalnormalization/
-LOCALNORMALIZE A local normalization algorithm that uniformizes the local mean and variance of an image.ln = localnormalize (IM, sigma1, sigma2) outputs local normalization effect of image IM using local mean and standard deviation estimated by Gaussian kernel with sigma1 and sigma2 respectively.Contributed by Guanglei Xiong (xgl99@mails.tsinghua.edu.cn) at Tsinghua University, Beijing, China. Inspired by the link: http://bigwww.epfl.ch/demo/jlocalnormalization/ Platform: |
Size: 1024 |
Author:xj |
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Description: 3D的Gauss Kernel。可以应用于三维的数据处理-3D Gaussian Kernel. Can be applied to three-dimensional data processing Platform: |
Size: 14336 |
Author:安耀赫 |
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Description: Matlab source codes for the kernel direct discriminant analysis (KDDA),Author: Lu Juwei , Bell Canada Multimedia Lab, Dept. of ECE, U. of Toronto ,Released in 03 September 2003 Platform: |
Size: 748544 |
Author:qiuzhihao |
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Description: 高斯滤波核函数生成,可以根据K和要生成对应的高斯核-Gaussian filter kernel generation, according to K and to generate the corresponding Gaussian kernel Platform: |
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Author:刘靖 |
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Description: 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-
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm Platform: |
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Author:查日东 |
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Description: 信号自适应处理，使用的核函数为高斯径向核函数。-Adaptive signal processing, use the kernel function for the Gaussian radial kernel function. Platform: |
Size: 8192 |
Author: 罗洁思 |
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Description: 代码用于估计关联维数。包括G-P算法(corrint.m)，高斯核关联算法(gka.m) 和Judd算法(judd.m)-Correlation dimension estimation code. Algorithms for estimating the correlation dimension using the grassberger-Proccacia approach (corrint.m), the Gaussian-Kernel algorithm (gka.m) and Judd s estimator (judd.m) are provided. Platform: |
Size: 18432 |
Author:彭跃华 |
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Description: Gradient calculation using first order derivative of Gaussian. by using a 2-D Gaussian kernel, derivatives along x and y directions are calculated
Platform: |
Size: 1024 |
Author:eetuna |
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Description: this program compare the Locally Weighted Linear Regression with three diferrent kernel function (gaussian, logistic basis, and Reciprocal Multiquadric) also compare locally weighted by simple Linear Regression. Platform: |
Size: 9216 |
Author:maisam |
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Description: Example of a two-dimensional Gabor filterIn image processing, a Gabor filter, named after Dennis Gabor, is a linear filter used for edge detection. Frequency and orientation representations of Gabor filter are similar to those of human visual system, and it has been found to be particularly appropriate for texture representation and discrimination. In the spatial domain, a 2D Gabor filter is a Gaussian kernel function modulated by a sinusoidal plane wave. The Gabor filters are self-similar – all filters can be generated from one mother wavelet by dilation and rotation
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Size: 7168 |
Author:Real1 |
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Description: 核函数中经常用到的高斯核核函数的matlab程序-Kernel function often used in the Gaussian kernel function matlab nuclear program Platform: |
Size: 1024 |
Author:yanxingzhe |
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Description: matlab程序：高斯核回带用法的支持向量机，对样本经行训练得到预测模型-matlab program: the Gaussian kernel back with the use of support vector machine prediction model of the samples by the line training Platform: |
Size: 4096 |
Author:蔡曙光 |
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Description: 该程序将高斯核函数做成matlab中的函数形式。当需要使用时加载即可使用，简单方便。-The program will be made in matlab Gaussian kernel function form. When you need to use to load to use, simple and convenient. Platform: |
Size: 1024 |
Author:王仁 |
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Description: I give you code generate edge detection an image processing using Laplacian of Gaussian algorithm which based on kernel matrix.
it is not used matlab toolbox but handmade. so feel free to use it.-I give you code generate edge detection on an image processing using Laplacian of Gaussian algorithm which based on kernel matrix.
it is not used matlab toolbox but handmade. so feel free to use it. Platform: |
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Author:jokosumeru |
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Description: matlab论坛里找到的使用自己的数据进行实验，可用。KFDA里就是使用例程。里面是有5类数据。通过高斯核进行LDA分类。-by using the FDA with Gaussian kernel，to classify five different patterns。 Platform: |
Size: 697344 |
Author:齐伟利 |
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Description: 支持向量机，实现2或多分类，基于matlab仿真，内有说明-ex6.m- Octave script for the rst half of the exercise
ex6data1.mat- Example Dataset 1
ex6data2.mat- Example Dataset 2
ex6data3.mat- Example Dataset 3
svmTrain.m- SVM rraining function
svmPredict.m- SVM prediction function
plotData.m- Plot 2D data
visualizeBoundaryLinear.m- Plot linear boundary
visualizeBoundary.m- Plot non-linear boundary
linearKernel.m- Linear kernel for SVM
[?] gaussianKernel.m- Gaussian kernel for SVM
[?] dataset3Params.m- Parameters to use for Dataset 3
ex6 spam.m- Octave script for the second half of the exercise
spamTrain.mat- Spam training set
1
spamTest.mat- Spam test set
emailSample1.txt- Sample email 1
emailSample2.txt- Sample email 2
spamSample1.txt- Sample spam 1
spamSample2.txt- Sample spam 2
vocab.txt- Vocabulary list
getVocabList.m- Load vocabulary list
porterStemmer.m- Stemming function
readFile.m- Reads a le into a character string
submit.m- Submission script that sends your solutions to our servers
submitWeb.m- Alternative s Platform: |
Size: 583680 |
Author:张伟强 |
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Search - gaussian kernel matlab