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    • 3. 发明申请
    • PARAMETERIZATION OF A CATEGORIZER FOR ADJUSTING IMAGE CATEGORIZATION AND RETRIEVAL
    • 用于调整图像分类和检索的分类器的参数化
    • US20120054658A1
    • 2012-03-01
    • US12870983
    • 2010-08-30
    • Mathieu ChuatVincent Devin
    • Mathieu ChuatVincent Devin
    • G06F3/048G06F17/30
    • G06F17/30247
    • A system and method for digital object categorization or retrieval are provided. The method includes providing for a selector to be graphically presented to a user. The selector is variably adjustable within a range, by the user, to adjust a level of noise in at least one of digital object categorization and digital object retrieval. The range of the selector is normalized over a set of digital object categories based on scores output by a trained categorizer for each of a set of labeled test objects for each of the set of digital object categories and a label for each of the test objects. Selector position information is received by the system and at least one of digital object categorization and digital object retrieval is performed, based on the selector position information. One or more of the method steps may be performed with a computer processor.
    • 提供了一种用于数字对象分类或检索的系统和方法。 该方法包括提供图形地呈现给用户的选择器。 选择器在用户范围内可变地可调,以在数字对象分类和数字对象检索中的至少一个中调整噪声水平。 选择器的范围基于一组数字对象类别,基于训练分类器针对所述一组数字对象类别中的每一个的一组标记测试对象的每一个以及每个测试对象的标签输出的分数进行归一化。 选择器位置信息由系统接收,并且基于选择器位置信息执行数字对象分类和数字对象检索中的至少一个。 可以用计算机处理器执行一个或多个方法步骤。
    • 4. 发明授权
    • Parameterization of a categorizer for adjusting image categorization and retrieval
    • 用于调整图像分类和检索的分类器的参数化
    • US08566746B2
    • 2013-10-22
    • US12870983
    • 2010-08-30
    • Mathieu ChuatVincent Devin
    • Mathieu ChuatVincent Devin
    • G06F3/00
    • G06F17/30247
    • A system and method for digital object categorization or retrieval are provided. The method includes providing for a selector to be graphically presented to a user. The selector is variably adjustable within a range, by the user, to adjust a level of noise in at least one of digital object categorization and digital object retrieval. The range of the selector is normalized over a set of digital object categories based on scores output by a trained categorizer for each of a set of labeled test objects for each of the set of digital object categories and a label for each of the test objects. Selector position information is received by the system and at least one of digital object categorization and digital object retrieval is performed, based on the selector position information. One or more of the method steps may be performed with a computer processor.
    • 提供了一种用于数字对象分类或检索的系统和方法。 该方法包括提供图形地呈现给用户的选择器。 选择器在用户范围内可变地可调,以在数字对象分类和数字对象检索中的至少一个中调整噪声水平。 选择器的范围基于一组数字对象类别,基于被训练的分类器针对所述一组数字对象类别中的每一个的标记测试对象的每一个输出的分数以及每个测试对象的标签对标准化。 选择器位置信息由系统接收,并且基于选择器位置信息执行数字对象分类和数字对象检索中的至少一个。 可以用计算机处理器执行一个或多个方法步骤。