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    • 1. 发明申请
    • METHOD AND APPARATUS FOR CHARACTERIZING THE FORMATION OF PAPER
    • 用于表征纸张形成的方法和装置
    • US20090220146A1
    • 2009-09-03
    • US12394597
    • 2009-02-27
    • Armin BauerMarianne Kiniger
    • Armin BauerMarianne Kiniger
    • G06K9/66
    • G06K9/46G06K9/00577G06T7/44G06T2207/20076G06T2207/20081G06T2207/30124
    • A method for characterizing the formation of paper in which patterns and/or structures existing in the paper are automatically characterized and classified. The automatic characterization and classification includes creating a collection of paper specimens, creating a digital image of each individual specimen, digital pre-processing of the digital image where necessary, calculating different multi-dimensional features in light of the digital images or sub-ranges of the images, analyzing structure-specific groups forming in the feature space during calculation of the different multi-dimensional features and analyzing the structure-specific groups in the feature space, projecting the results of the analysis of the structure-specific groups into a—compared to the feature space—low-dimensional space for visualizing the analysis results, and drawing on the analysis results for the classification of newly added specimens. The calculation of the different multi-dimensional features takes place in light of the digital images or sub-ranges of the images on the basis of at least one of the following algorithms: relational kernel function (RKF), phase-based method, 2-point or 3-point method, or wavelets.
    • 用于表征纸张形成的方法,其中纸张中存在的图案和/或结构被自动表征和分类。 自动表征和分类包括创建纸样的集合,创建每个单独样本的数字图像,在必要时数字图像的数字预处理,根据数字图像或子范围的子范围计算不同的多维特征 在不同多维特征的计算过程中分析特征空间组成特征,并分析特征空间中的结构特定群体,将结构特定群体的分析结果投入比较 到特征空间 - 低维空间,用于可视化分析结果,并利用新添加样本分类的分析结果。 根据以下算法中的至少一种算法,根据图像的数字图像或子范围进行不同多维特征的计算:关系核函数(RKF),基于相位的方法, 点或3点法,或小波。