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zzz099SVM

于 2011-04-27 发布文件大小:15KB

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为了对目标进行快速的检测，提出了一种新的基于支持向量机的级联式分类器的构造方法。该级联分类器由若干个线性SVM弱分类器构成，结构简单，分类时间极快。针对级联结构中的每个节点的训练给出了一个新的SVM框架下的二次规划模型，这使得每个节点都有较高的正样本检测率和适当的负样本错检率。(In order to quickly detect the target, a new cascade based on support vector machine classifier constructor. The cascade is controlled by a number of weak linear SVM classifier structure, simple structure, classification of time fast. Cascade structure for the training of each node is given a new SVM quadratic programming model under the framework, which allows each node has a higher detection rate of positive samples and negative samples of appropriate fault detection rate.)

文件列表：

52371772SVM
...........\SVM
...........\...\monqp.m,11342,2008-02-01
...........\...\monqpCinfty.m,6827,2004-05-06
...........\...\svmclass.m,3510,2004-10-28
...........\...\svmkernel.m,5227,2005-02-01
...........\...\svmmulticlass.m,4011,2003-03-05
...........\...\svmmulticlassoneagainstall.m,1658,2007-08-01
...........\...\svmmulticlassoneagainstone.m,2524,2010-10-03
...........\...\svmmultival.m,1208,2008-02-14
...........\...\svmmultivaloneagainstone.m,1951,2007-11-23
...........\...\svmval.m,4685,2004-02-25

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