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    Image relevance model
    21.
    发明授权
    Image relevance model 有权
    图像相关模型

    公开(公告)号：US09176988B2

    公开(公告)日：2015-11-03

    申请号：US13966737

    申请日：2013-08-14

    申请人： Google Inc.

    发明人： Samy Bengio ,  Erik Murphy-Chutorian ,  Yangli Hector Yee ,  Charles J. Rosenberg

    IPC分类号： G06K9/66 ,  G06K9/62 ,  G06K9/60 ,  G06K9/54 ,  G06F17/30

    CPC分类号： G06F17/30256 ,  G06F17/30271 ,  G06K9/6223 ,  G06K9/6262

    摘要： Methods, systems, and apparatus, including computer program products, for identifying images relevant to a query are disclosed. An image search subsystem selects images to reference in image search results that are responsive to a query based on an image relevance model that is trained for the query. An independent image relevance model is trained for each unique query that is identified by the image search subsystem. The image relevance models can be applied to images to order image search results obtained for the query. Each relevance model is trained based on content feature values of images that are identified as being relevant to the query (e.g., frequently selected from the image search results) and images that are identified as being relevant to another unique query. The trained model is applied to the content feature values of all known images to generate an image relevance score that can be used to order search results for the query.

    摘要翻译： 公开了用于识别与查询相关的图像的方法，系统和装置，包括计算机程序产品。 图像搜索子系统基于针对查询进行训练的图像相关性模型，在响应于查询的图像搜索结果中选择图像进行参考。 对由图像搜索子系统识别的每个唯一查询训练独立的图像相关性模型。 图像相关性模型可以应用于图像以订购为查询获得的图像搜索结果。 基于被识别为与查询相关（例如，从图像搜索结果中频繁选择）的图像的内容特征值以及被识别为与另一唯一查询相关的图像来训练每个相关性模型。 经过训练的模型被应用于所有已知图像的内容特征值，以生成可用于对查询进行搜索结果的图像相关性分数。

    PROVIDING LABELS FOR PHOTOS
    22.
    发明申请
    PROVIDING LABELS FOR PHOTOS 审中-公开
    提供照片的标签

    公开(公告)号：US20150081703A1

    公开(公告)日：2015-03-19

    申请号：US14487874

    申请日：2014-09-16

    申请人： Google Inc.

    发明人： Erik Murphy-Chutorian ,  Stanislav Moreinis

    IPC分类号： G06F17/30

    CPC分类号： G06F16/248 ,  G06F16/58 ,  G06F16/5866

    摘要： Systems, methods and computer readable media for providing labels for photos are described herein. In some implementations, a method can include receiving a plurality of photos. The method can also include associating one or more labels with the plurality of photos based on one or more predetermined criteria. The method can also include determining one or more suggested labels from the one or more labels to be used as search terms, and providing for the suggested labels for display in a user interface.

    摘要翻译： 本文描述了用于提供照片标签的系统，方法和计算机可读介质。 在一些实现中，一种方法可以包括接收多张照片。 该方法还可以包括基于一个或多个预定标准将一个或多个标签与多个照片相关联。 该方法还可以包括从要用作搜索项的一个或多个标签中确定一个或多个建议标签，以及提供用于在用户界面中显示的建议标签。