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matlab例程,实现将图像样本转换成libsvm数据格式,并写入txt文件(附有测试和训练数据)-matlab routine to achieve the image samples into libsvm data format, and write txt file (with the test and training data)
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基于svm的图像识别技术,效果不错。可用于图像的分类-Svm-based image recognition technology, good results. Can be used for image classification
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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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本程序是先用gabor小波变换对人脸图像处理,然后在用pca进行降维,最后用svm分类器进行多分类分类识别,包扩完整的orl人脸库,需注意的是,svm工具箱是用的libsvm工具箱,运行前先配置好libsvm。版本号:libsvm-mat-2[1].89-3[FarutoUltimate3.0]-This procedure is to use the human face gabor wavelet transform image processing, and then to reduce
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运用LBPTOP对动态序列图像进行特征提取,libsvm用做分类器,进行微表情识别。程序绝对完整,能够运行出结果-LBPTOP is used to extract features the dynamic image sequences, and libsvm is used as a classifier to recognize the micro expression. Program is absolutely complete, can run out the results
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