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1下载:
C均值模糊聚类,适用于图像分类,此为MATLAB 程序代码。-C mean fuzzy clustering for image classification, this is MATLAB code.
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遥感图像分类描述,有代码,也有图像,用Matlab实现-Remote sensing image classification descr iption, code, there are images, achieved with the Matlab
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基于BP神经网络的遥感图像分类代码。从样本中提取崇明岛东滩十种地物的光谱特征,并训练BP网络,再利用网络进行分类-BP neural network-based remote sensing image classification code. Extracted from samples of 10 kinds of Chongming Island, Dongtan features of the spectral characteristics and to train BP networ
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使用复杂网络提取图像边缘特征并进行识别的源代码,采用PCA_LDA算法对特征进行降维分类识别,识别效率很高。鲁棒性好-Extracted using image edge characteristics of complex networks and to identify the source code, using PCA_LDA algorithm to reduce the dimensions feature classification, identification with hi
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遥感影像分类的matlab实现(源码+图像)。以及分类后评价(总体精度、Kappa系数、混淆矩阵)。-Remote Sensing Image Classification of matlab implementation (source code+ images). After the evaluation and classification (overall accuracy, Kappa coefficient, confusion matrix).
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Type Classification Code:
main.m (program control)
discretize.m (converts image to discrete values)
plotimg.m (plots images)
dirImg.m (computes the directional image)
extract.m (extracts square portion of image - called by di
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很好用的svm工具箱,dagsvm对于图像分类效果非常好,分类精度很高,代码清洗简单。-Good use of SVM Toolbox, dagsvm for image classification effect is very good, very high classification accuracy, code cleaning easy.
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四种聚类算法源代码及示例代码,本程序的最终目的是形成一套标准的用于聚类、可扩展的工具。包括的内容有1. 聚类算法:Kmeans和Kmedoid算法、FCMclust, GKclust, GGclust算法 2. 评估分类原型:程序可以在二维图像上绘制出聚类的结果 3. 验证:程序给每一个算法提供验证机制,每个聚类算法会统计Partition Coefficient (PC), Classification Entropy (CE), Partition Index (SC), Separatio
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关于遥感图像分类方面的程序源代码 有主成分分析,神经网络等方法-Remote sensing image classification on the program source code is the principal component analysis, neural network, the
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该matlab源码描述了基于局部受限线性编码的图像分类算法-This is an example code for the algorithm described in
"Locality-constrained Linear Coding for Image Classification", CVPR 2010.
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神经网络源码,可应用于遥感图像的分类,采用的包括bp、kohonen。可以作为范例来学习。-Neural network source code can be used in remote sensing image classification, using the included bp, kohonen. Can serve as examples to learn.
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1.GeometricContext文件是完成图片中几何方向目标分类。
参考文献《Automatic Photo Pop-up》Hoiem 2005
2 GrabCut文件是完成图像中目标交互式分割
参考文献《“GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts》
C. Rother 2004
3 HOG文件是自己编写的根据HOG特征检测行人的matlab代码
4 虹膜识别程序
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MATLAB CODE FOR IMAGE CLASSIFICATION USING RBF NETWORK
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基于图像检索的matlab代码,基于内容的图像检索中的一些关键环节:特征提取:颜色直方图;纹理特征等 相似度:马氏距离,欧氏距离等 相关反馈:机器学习方法,如SVM,神经网络等 检索与分类:两个很相似的样本距离很小,虽然两个不相似的样本距离未必很大-content-based image retrieval of some of the key issues : Feature Extraction : color histogram Texture characteristics of si
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matlab code of A hybrid approach combining extreme learning machine and sparse representation for image classification. Engineering Applications of Artificial Intelligence 27 (2014): 228-235.-Luo, Minxia, and Kai Zhang. A hybrid approach combining e
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BP—ANN神经网络matlab源代码,主要用于数据预测,图像分类等,分为3层,输入层,输出和隐含层(BP - ANN neural network matlab source code, mainly used for data prediction, image classification and so on, divided into 3 layers, input layer, output and hidden layer)
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基于MATLAB小波分析一书配套的源程序,条理清晰(This code introduces the basic principles of the wavelet analysis and classification and its application in image processing)
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模糊C均值分类的实现matlab代码,附上具体图像的处理过程及实现结果(Fuzzy C classification of the realization of matlab code, attached to the specific image processing and implementation results)
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the code is for classification using svm for remote sensing image , please see enjoy
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支持向量机 MATLAB 源代码 图像分类(Support Vector Machine MatLAB Source Code Image Classification)
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