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Object recognition device, object recognition method, and program for recognizing an object in an image based on tag information

机译:对象识别装置,对象识别方法和用于基于标签信息识别图像中的对象的程序

摘要

An object recognition device includes an acquisition unit configured to acquire a recognition target image that serves as an object to be recognized; a retrieval unit configured to search an image database storing a plurality of image data in association with tag information and retrieve a similar image that matches the recognition target image; and a recognition unit configured to recognize the object included in the recognition target image on the basis of tag information associated with a similar image obtained by the retrieval unit. The recognition may select the tag information that appears most frequently among the tag information associated with the similar images as a recognition result. The recognition unit may also compute a tag information reliability score from the similar image in the retrieval result and recognize an object taking into account said reliability score.
机译:物体识别装置包括:获取单元,被配置为获取用作要识别的物体的识别目标图像;以及检索单元,其被构造为与标签信息相关联地检索存储有多个图像数据的图像数据库,并检索与识别对象图像匹配的相似图像。识别单元,其基于与由所述检索单元获得的相似图像相关联的标签信息,识别包括在所述识别目标图像中的物体。识别可以选择与相似图像相关联的标签信息中最频繁出现的标签信息作为识别结果。识别单元还可以从检索结果中的相似图像计算标签信息可靠性分数,并考虑所述可靠性分数来识别物体。

著录项

  • 公开/公告号US10599709B2

    专利类型

  • 公开/公告日2020-03-24

    原文格式PDF

  • 申请/专利权人 OMRON CORPORATION;

    申请/专利号US201715685049

  • 发明设计人 XIANG RUAN;NARU YASUDA;YANPING LU;

    申请日2017-08-24

  • 分类号G06F16/58;G06F16/50;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-21 11:29:36

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