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这是处理图像分类的最小二乘法svm工具箱,里面有详细的使用说明,功能强大,欢迎下载使用。,This is the deal with image classification of least squares SVM toolbox, which has detailed instructions and powerful are welcome to download.
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通过idl编程实现图像的isodata分类算法,结果表明isodata在图像分类中可以取得较好的结果。,Idl programming through ISODATA image classification algorithm, ISODATA results show that in image classification can be achieved better results.
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此方法采用经典的PCA对人脸图像进行特征提取,用libsvm库函数的SVM分类器对图像分类。,This method uses the classical PCA on the face image feature extraction, with the libsvm library function of SVM classifier for image classification.
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纹理模式的LBP特征表示及分类原理:就是通过定义一个模板,对于原图像中的每个点,使用该模板进行操作,模板中心点近邻区域对应的图像象素值与中心位置对应的象素值进行比较,且对于不同位置的比较结果赋予不同的权值,从而,变换图像中对应点的值就由模板对应各位置的比较结果之权和表示。-LBP texture pattern feature representation and classification theory: that by defining a template for the origina
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线性判别分析(LDA)用于特征选择,可以对数据集或者图像提取有用特征,用于分类或者聚类等机器学习应用中-Linear Discriminant Analysis (LDA) for feature selection, application in dataset or image feature extraction, for classification or clustering applications in machine learning
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对已有图像进行区域识别,画出决策树,并在测试图像上进行测试。-The image of the existing regional recognition, draw the decision tree, and the test images for testing.
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模糊C均值分类,用于图像处理中 很好用的,极力推荐 -Fuzzy C-means classification, used for image processing in a very good use, and strongly recommend
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matlab图像处理工具相,使用了主成分分析,ANN,SVM等方法。-This toolBox used in the image processing(feature extraction and classification)
PCA,LDA,ICA,DCT,RBF,RBE,GRNN,KNN,minimum distance,SVM, and others
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利用bp神经网络对遥感图像进行分类,输入样本值后,根据样本值对遥感图像不同的地物进行分类,分类后计算每种地物所占面积-The use of bp neural network classification of remote sensing images, enter a sample value, based on the sample value of the different features of remote sensing image classification, classif
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matlab图像分类分割编程
利用matlab 的fuzzy分类为图像分类编写的matlab程序-image classification segmentation matlab programming
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基于贝叶斯最小错误率算法的崇明岛遥感图像分类程序。并且有饼状图显示各类地物比例-Minimum error rate based on Bayesian algorithm for Chongming Island, the remote sensing image classification procedures. And the pie chart below shows the proportion of various types of features
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基于小波变换和K-Mean算法的崇明东滩遥感图像分类,读取样本的能量特征向量进行分类,并返回分类图像的RGB图,显示各类地物面积比例-Based on wavelet transform and the K-Mean Algorithm for remote sensing image classification Chongming Dongtan, the energy to read a sample feature vectors for classification, and retu
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模糊c均值聚类算法对遥感图像分类,可自己进行修改-Fuzzy c means clustering algorithm for remote sensing image classification can be modify their
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A method for classification of image using svm kernel
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本程序包括:论文SVM 用于基于块划分特征提取的图像分类,和相应的matlab实现其中图像划分以及特征提取、聚类均利用matlab6.5完成。
-The procedures include: paper by SVM for feature extraction based on block classification, and the corresponding realization of one image into matlab, and feature extraction,
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基于主成分分析与灰度(颜色)、纹理(灰度共生矩阵)的图像分类matlab程序(附示例图像)。-Image classification matlab program based on principal component analysis and gray (color), texture (GLCM) (with sample images).
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MATLAB CODE FOR IMAGE CLASSIFICATION USING RBF NETWORK
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本文实现了09年CVPR的文章Linear Spatial Pyramid Matching using Sparse Coding for Image Classification-This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper
"Linear Spatial Pyramid Matching using Sparse Coding for
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使用matlab实现一幅图像中图像块的分类,主要分为光滑图像块和非光滑图像块。-Use matlab achieve an image classification image block is divided into tiles smooth and non-smooth image blocks.
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国防科技大学博士周晓光论文-极化SAR图像分类方法研究(Research on polarization SAR image classification method by Dr. Zhou Xiaoguang of National University of Defense Technology)
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