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    • 5. 发明授权
    • Defect classification method and apparatus, and defect inspection apparatus
    • 缺陷分类方法和装置,以及缺陷检查装置
    • US08437534B2
    • 2013-05-07
    • US11779905
    • 2007-07-19
    • Hisae ShibuyaShunji MaedaAkira Hamamatsu
    • Hisae ShibuyaShunji MaedaAkira Hamamatsu
    • G06K9/00G06K9/68G05B13/02G06F7/00G06F17/00
    • G06T7/0004G01N21/9501G01N21/956G06K9/03G06K9/6254G06K9/6282G06T2207/30148
    • A defect classification method to classify defects by using a classifier having a binary tree structure based on features of defects extracted from detected signals acquired from a defect inspection apparatus includes a classifier construction process for constructing the classifier by setting a branch condition including defect classes respectively belonging to groups located on both sides of the branch point, a feature to be used for branching, and a discriminant reference, for each branch point in the structure based on instruction of defect classes and feature data respectively associated therewith beforehand. The process includes a priority order specification process for previously specifying target classification performance of purity and accuracy for each defect class, whole and in worst case, with priority order, and an evaluation process for evaluating whether the specified target classification performance under the branching condition is satisfied and displaying a result of evaluation, every item.
    • 通过使用基于从缺陷检查装置获取的检测信号提取的缺陷的特征的具有二叉树结构的分类器对缺陷进行分类的缺陷分类方法包括:分类器构造处理,用于通过设置包括分别属于的缺陷类的分支条件来构建分类器 基于分支点两侧的组,用于分支的特征,以及基于与预先分别相关联的缺陷类别和特征数据的指示的结构中的每个分支点的判别参考。 该处理包括优先顺序指定处理,用于以优先级顺序预先指定每个缺陷类的全部和最坏情况下的纯度和精度的目标分类性能,以及用于评估分支条件下的指定目标分类性能是否为 满意并显示评估结果,每个项目。