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介绍当前所有人脸技术的改进工作.包手肤色建模,Adaboost训练,Suan算法等改进算法.-Introduced all the current technology to improve the working face. Packet hand color model, Adaboost training, Suan algorithm to improve the algorithm.
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adaboost的实现算法,可进行人脸的样本训练-implementation of the AdaBoost algorithm, can be a sample of people face training
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基于支持向量机的人脸检测训练集增强算法实现。根据支持向量机(support vector machine,简称SVM)~ ,对基于边界的分类算"~(geometric approach)~
言,类别边界附近的样本通常比其他样本包含有更多的分类信息.基于这一基本思路,以人脸检测问题为例.探讨了
对给定训练样本集进行边界增强的问题,并为此而提出了一种基于支持向量机和改进的非线性精简集算法
IRS(improved reduced set)的训练集边界样本增强算法,用以扩大-91l练集并改
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关于adaboost算法的人脸检测程序,可以选择不同的训练库进行检测,对adaboost算法的理解有好处。-AdaBoost algorithm of face detection program, you can choose different training library for testing, good understanding of the AdaBoost algorithm.
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一个基于adaboost的人脸检测分类器训练程序,用MMATLAB写的,希望能和大家分享,已通过测试。
-Based on the human face detection adaboost classifier training procedures, written in MMATLAB, and we hope to share, has been tested.
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基于特征向量的人脸识别,有训练集和样本集,通过Adaboost强分类器算法实现,结果精确度达到95 以上,给定一个example,就可以在样本集中识别出对应的人脸。-Face recognition based on feature vectors have the training set and sample set by Adaboost strong classifier algorithm, the results of more than 95 accuracy, given an
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使用pca方法对图像进行特征提取,对训练集的20个人的共一百张人脸进行训练,使用adaboost算法生成强分类器,可以对测试集的人脸图片进行识别,且识别率较高(The PCA method is used to extract the features of the image, and the training is carried out for a total of 100 faces of 20 people in the training set. The AdaBoost algor
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