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1. 发明授权

US08843478B1 Grouping of image search results 有权
标题翻译：分组图像搜索结果
公开(公告)号：US08843478B1
公开(公告)日：2014-09-23
申请号：US13617976
申请日：2012-09-14
申请人： Yushi Jing , Henry A. Rowley , Aparna Chennapragada
发明人： Yushi Jing , Henry A. Rowley , Aparna Chennapragada
IPC分类号： G06F17/30
CPC分类号： G06F17/30247 , G06F17/30244 , G06F17/30265 , G06F17/30274 , G06F17/3028 , G06F17/30554 , G06F17/30598 , G06F17/30867
摘要： This specification relates to presenting image search results. In general, one aspect of the subject matter described in this specification can be embodied in methods that include the actions of receiving an image query, the image query being a query for image search results; receiving ranked image search results responsive to the image query, the image search results each including an identification of a corresponding image resource; generating a similarity matrix for images identified by the image search results; generating a hierarchical grouping of the images using the similarity matrix; identifying a canonical image for each group in the hierarchical grouping using a ranking measure; and presenting a visual representation of the image search results based on the hierarchical grouping and the identified canonical images.
摘要翻译：本说明书涉及呈现图像搜索结果。通常，本说明书中描述的主题的一个方面可以体现在包括接收图像查询的动作，图像查询是图像搜索结果的查询的方法中; 响应于图像查询接收排序图像搜索结果，图像搜索结果各自包括相应图像资源的标识; 生成由图像搜索结果识别的图像的相似性矩阵; 使用相似性矩阵生成图像的分层分组; 使用排序度量来识别分层分组中的每个组的规范图像; 并且基于分层分组和识别的规范图像来呈现图像搜索结果的视觉表示。

2. 发明授权

US08352465B1 Grouping of image search results 有权
公开(公告)号：US08352465B1
公开(公告)日：2013-01-08
申请号：US12876077
申请日：2010-09-03
申请人： Yushi Jing , Henry A. Rowley , Aparna Chennapragada
发明人： Yushi Jing , Henry A. Rowley , Aparna Chennapragada
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30247 , G06F17/30244 , G06F17/30265 , G06F17/30274 , G06F17/3028 , G06F17/30554 , G06F17/30598 , G06F17/30867
摘要： This specification relates to presenting image search results. In general, one aspect of the subject matter described in this specification can be embodied in methods that include the actions of receiving an image query, the image query being a query for image search results; receiving ranked image search results responsive to the image query, the image search results each including an identification of a corresponding image resource; generating a similarity matrix for images identified by the image search results; generating a hierarchical grouping of the images using the similarity matrix; identifying a canonical image for each group in the hierarchical grouping using a ranking measure; and presenting a visual representation of the image search results based on the hierarchical grouping and the identified canonical images.

3. 发明授权

US10108620B2 Associating still images and videos 有权
公开(公告)号：US10108620B2
公开(公告)日：2018-10-23
申请号：US13098362
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06K9/46 , G06F17/30 , G06F17/10 , G06K9/62 , G06K9/00
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.

4. 发明授权

US09652462B2 Identifying responsive resources across still images and videos 有权
公开(公告)号：US09652462B2
公开(公告)日：2017-05-16
申请号：US13098368
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06K9/72 , G06F17/30 , G06F17/10 , G06K9/62 , G06K9/00
CPC分类号： G06F17/3005 , G06F17/10 , G06F17/3002 , G06F17/30029 , G06F17/3079 , G06F17/30864 , G06F19/00 , G06K9/00751 , G06K9/629
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.

5. 发明授权

US08732187B1 Link-based ranking of objects that do not include explicitly defined links 有权
标题翻译：不包含明确定义链接的对象的基于链接的排名
公开(公告)号：US08732187B1
公开(公告)日：2014-05-20
申请号：US12099503
申请日：2008-04-08
申请人： Yushi Jing , Henry A. Rowley , Shumeet Baluja
发明人： Yushi Jing , Henry A. Rowley , Shumeet Baluja
IPC分类号： G06F7/06
CPC分类号： G06F17/3053 , G06F17/30244 , G06F17/30256 , G06F17/30554 , G06F17/30867
摘要： A system determines ranking scores for objects based on “virtual” links defined for the objects. A link-based ranking score may then be calculated for the objects based on the virtual links. In one implementation, the virtual links are determined based on a metric of content-based similarity between the objects.
摘要翻译：系统基于为对象定义的“虚拟”链接来确定对象的排名分数。然后可以基于虚拟链路为对象计算基于链路的排名分数。在一个实现中，基于对象之间的基于内容的相似性的度量来确定虚拟链接。

6. 发明申请

US20150169558A1 IDENTIFYING RESPONSIVE RESOURCES ACROSS STILL IMAGES AND VIDEOS 有权
标题翻译：通过图像和视频识别响应性资源
公开(公告)号：US20150169558A1
公开(公告)日：2015-06-18
申请号：US13098368
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06K9/62 , G06F17/10 , G06F17/30
CPC分类号： G06F17/3005 , G06F17/10 , G06F17/3002 , G06F17/30029 , G06F17/3079 , G06F17/30864 , G06F19/00 , G06K9/00751 , G06K9/629
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于关联静止图像和视频。一种方法包括接收多个图像和多个视频并确定图像是否与视频相关。该确定包括对于图像和视频，从图像中提取特征并提取视频的特征帧，并且比较特征以确定图像是否与视频相关。该方法还包括维护数据存储器，存储将每个图像与确定为与图像相关的每个视频相关联的数据。

7. 发明申请

US20150161147A1 ASSOCIATING STILL IMAGES AND VIDEOS 审中-公开
标题翻译：相关图片和视频
公开(公告)号：US20150161147A1
公开(公告)日：2015-06-11
申请号：US13098362
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06F17/30 , G06K9/46
CPC分类号： G06F17/3005 , G06F17/10 , G06F17/3002 , G06F17/30029 , G06F17/3079 , G06F17/30864 , G06F19/00 , G06K9/00751 , G06K9/629
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于关联静止图像和视频。一种方法包括接收多个图像和多个视频并确定图像是否与视频相关。该确定包括对于图像和视频，从图像中提取特征并提取视频的特征帧，并且比较特征以确定图像是否与视频相关。该方法还包括维护数据存储器，存储将每个图像与确定为与图像相关的每个视频相关联的数据。

8. 发明申请

US20170213248A1 PLACING SPONSORED-CONTENT ASSOCIATED WITH AN IMAGE 审中-公开
公开(公告)号：US20170213248A1
公开(公告)日：2017-07-27
申请号：US11966429
申请日：2007-12-28
申请人： Yushi Jing , Shumeet Baluja
发明人： Yushi Jing , Shumeet Baluja
IPC分类号： G06Q30/02 , G06K9/68 , G06F7/04
CPC分类号： G06Q30/0256 , G06T7/30
摘要： Techniques are described for placing sponsored-content associated with an image. The techniques may include matching a first image for which a sponsored-content item is to be selected with a reference image. A sponsored-content item to be presented may be selected based on an association between the reference image with the sponsored-content item to be presented.

9. 发明申请

US20150178777A1 Informational and Advertiser Links for Use in Web Mapping Services 审中-公开
标题翻译：用于Web Mapping Services的信息和广告商链接
公开(公告)号：US20150178777A1
公开(公告)日：2015-06-25
申请号：US12025862
申请日：2008-02-05
申请人： Yushi Jing , Shumeet Baluja
发明人： Yushi Jing , Shumeet Baluja
IPC分类号： G06Q30/02 , H04N5/232 , G06K9/32 , G06F17/30
CPC分类号： G06Q30/0257 , G06Q30/02 , G06Q30/0201 , G06Q30/0259 , G06Q30/0261 , G06Q30/0269 , G06Q30/0275 , G06Q30/0277 , G06Q30/08
摘要： Techniques for identifying groups of local features in an image and presenting advertisement information associated with stored images that match one or more features within the group of local features are described. The techniques include providing an image, identifying a region of interest in the image, providing a user-selectable link associated with the region of interest in the image, receiving a request for the region of interest in the image via the user-selectable link, and presenting advertisement information associated with a stored image that matches one or more features within the requested region of interest.
摘要翻译：描述了用于识别图像中的局部特征的组以及呈现与存储的图像相关联的广告信息的技术，其与局部特征组内的一个或多个特征相匹配。这些技术包括提供图像，识别图像中的感兴趣区域，提供与图像中的感兴趣区域相关联的用户可选择链接，经由用户可选择的链接接收对图像中的感兴趣区域的请求，以及呈现与存储的图像相关联的与所请求的感兴趣区域内的一个或多个特征相匹配的广告信息。

10. 发明授权

US08832096B1 Query-dependent image similarity 有权
标题翻译：查询依赖图像相似度
公开(公告)号：US08832096B1
公开(公告)日：2014-09-09
申请号：US13297521
申请日：2011-11-16
申请人： Yushi Jing , Wei Cai
发明人： Yushi Jing , Wei Cai
IPC分类号： G06F17/30
CPC分类号： G06F17/30247
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for evaluating image similarity. In one aspect, a method includes receiving, by a data processing apparatus, image search data for different search sessions, a search session being a pre-specified period, the image search data for a search session including: search query data specifying search queries that were received during the search session; responsive image data specifying images that were identified in response to the search queries; and interaction data specifying images referenced by search results with which a user interacted. Sets of learning images are identified based on the image search data. The sets of learning images include co-selected images for the search sessions. A query-dependent image profile for a particular image is determined based in part on the co-selected images that were identified in response to the particular query.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于评估图像相似性。一方面，一种方法包括：由数据处理设备接收用于不同搜索会话的图像搜索数据，作为预定时段的搜索会话，搜索会话的图像搜索数据包括：搜索查询数据，其指定搜索查询，在搜索期间收到; 指定响应于搜索查询而识别的图像的响应图像数据; 以及指定由用户与之交互的搜索结果引用的图像的交互数据。基于图像搜索数据识别学习图像的集合。该组学习图像包括用于搜索会话的共同选择的图像。部分地基于响应特定查询识别的共同选择的图像来确定用于特定图像的与查询相关的图像简档。

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