首页> 外国专利> Methods, systems, and programming for annotating an image including scoring using a plurality of trained classifiers corresponding to a plurality of clustered image groups associated with a set of weighted labels

Methods, systems, and programming for annotating an image including scoring using a plurality of trained classifiers corresponding to a plurality of clustered image groups associated with a set of weighted labels

机译:用于注释图像的方法,系统和程序,包括使用与对应于一组加权标签集合的多个聚类图像组相对应的多个训练过的分类器进行评分

摘要

Methods, systems, and articles of manufacture for annotating of an image are disclosed. These include scoring the image using a plurality of trained classifiers, wherein each of the trained classifiers corresponds to at least one of a plurality of image groups clustered based upon image similarity, and wherein each image group is associated with a set of weighted labels; selecting one or more of the image groups based upon the scoring; aggregating one or more sets of weighted labels associated with the selected one or more image groups; and annotating the image using the aggregated one or more sets of weighted labels.
机译:公开了用于注释图像的方法,系统和制品。这些步骤包括使用多个训练有素的分类器对图像评分,其中每个训练有素的分类器对应于基于图像相似性聚类的多个图像组中的至少一个,并且其中每个图像组与一组加权标签相关联;根据得分选择一个或多个图像组;聚合与所选一个或多个图像组相关联的一组或多组加权标签;并使用聚合的一组或多组加权标签为图像添加注释。

著录项

  • 公开/公告号US8909563B1

    专利类型

  • 公开/公告日2014-12-09

    原文格式PDF

  • 申请/专利权人 YUSHI JING;YI LIU;DAVID TSAI;

    申请/专利号US201113163317

  • 发明设计人 YUSHI JING;YI LIU;DAVID TSAI;

    申请日2011-06-17

  • 分类号G06F15/18;G06K9/46;G06K9/62;G06K9/78;G06K9/72;

  • 国家 US

  • 入库时间 2022-08-21 15:16:32

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