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    • 2. 发明授权
    • Method and apparatus for classifying currency articles
    • 用于分类货币物品的方法和装置
    • US07198157B2
    • 2007-04-03
    • US10326248
    • 2002-12-20
    • Katharine Louise KingJack Sharman
    • Katharine Louise KingJack Sharman
    • G07D7/00
    • G07D5/08G07D5/00G07D7/00
    • Articles of currency, for example coins, are validated by progressively eliminating candidate target classes in successive classification stages. A Mahalanobis distance associated with a plurality of properties is calculated over successive stages, the results at each stage being used to reduce the number of target classes, and hence the number of calculations required, in the successive stage or stages. Preliminary stages may represent Mahalanobis distance calculations for a sub-set of the measurements represented by the final Mahalanobis distance calculation. Thus, the Mahalanobis distance calculation can be started before some of the measurement parameters required for the later stages are available.
    • 货币货币,例如硬币,通过在连续分类阶段逐步消除候选对象类来验证。 在连续阶段计算与多个属性相关联的马氏距离距离,每个阶段的结果用于减少目标等级的数量,并因此减少在连续的阶段或阶段中所需的计算次数。 初步阶段可以表示由最终马哈拉诺比斯距离计算表示的测量子集的马氏距离距离计算。 因此,可以在稍后阶段所需的一些测量参数可用之前开始马氏距离计算。
    • 5. 发明授权
    • Method and apparatus for classifying currency articles
    • 用于分类货币物品的方法和装置
    • US06886680B2
    • 2005-05-03
    • US10326637
    • 2002-12-20
    • Katharine Louise King
    • Katharine Louise King
    • G07D5/00G07D7/00
    • G07D5/00G07D7/00
    • Articles of currency are measured and the measurements then used to determine whether the articles belong to any of a plurality of respective target classes. A decision is made as to whether the article is to be rejected or accepted. A verification procedure is then carried out to determine, with greater reliability, whether the article belongs to any of the target classes, irrespective of whether the article was accepted or rejected. The verification procedure involves a plurality of measurements together with correlation data representing the expected correlations between the measurements based on populations of target classes. The selection of measurements is dependent upon the target class under consideration.
    • 测量货币的货币,然后使用测量来确定物品是否属于多个相应的目标类别中的任何一个。 决定是否拒绝或接受文章。 然后进行验证程序,以更可靠的方式确定该文章是否属于任何目标类别,而不管该文章是否被接受或拒绝。 验证过程涉及多个测量以及表示基于目标类别的测量之间的预期相关性的相关数据。 测量的选择取决于所考虑的目标类别。