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1. 发明申请

US20130138685A1 Automatic Discovery of Popular Landmarks 有权
公开(公告)号：US20130138685A1
公开(公告)日：2013-05-30
申请号：US13619652
申请日：2012-09-14
申请人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
发明人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
IPC分类号： G06F17/30
CPC分类号： G06F17/30256 , G06F3/04842 , G06F7/08 , G06F17/30241 , G06F17/30253 , G06F17/30265 , G06F17/30268 , G06F17/3028 , G06K9/0063 , G06T7/97
摘要： In one embodiment the present invention is a method for populating and updating a database of images of landmarks including geo-clustering geo-tagged images according to geographic proximity to generate one or more geo-clusters, and visual-clustering the one or more geo-clusters according to image similarity to generate one or more visual clusters. In another embodiment, the present invention is a system for identifying landmarks from digital images, including the following components: a database of geo-tagged images; a landmark database; a geo-clustering module; and a visual clustering module. In other embodiments the present invention may be a method of enhancing user queries to retrieve images of landmarks, or a method of automatically tagging a new digital image with text labels.

2. 发明授权

US09014511B2 Automatic discovery of popular landmarks 有权
标题翻译：自动发现流行地标
公开(公告)号：US09014511B2
公开(公告)日：2015-04-21
申请号：US13619652
申请日：2012-09-14
申请人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
发明人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
IPC分类号： G06K9/54 , G06F17/30
CPC分类号： G06F17/30256 , G06F3/04842 , G06F7/08 , G06F17/30241 , G06F17/30253 , G06F17/30265 , G06F17/30268 , G06F17/3028 , G06K9/0063 , G06T7/97
摘要： In one embodiment the present invention is a method for populating and updating a database of images of landmarks including geo-clustering geo-tagged images according to geographic proximity to generate one or more geo-clusters, and visual-clustering the one or more geo-clusters according to image similarity to generate one or more visual clusters. In another embodiment, the present invention is a system for identifying landmarks from digital images, including the following components: a database of geo-tagged images; a landmark database; a geo-clustering module; and a visual clustering module. In other embodiments the present invention may be a method of enhancing user queries to retrieve images of landmarks, or a method of automatically tagging a new digital image with text labels.
摘要翻译：在一个实施例中，本发明是一种用于根据地理接近度来填充和更新包括地理聚类地理标记图像的地标图像的数据库的方法，以生成一个或多个地理群集，并且对一个或多个地理位置集群进行视觉聚类，根据图像相似性来生成一个或多个视觉集群。在另一个实施例中，本发明是一种用于从数字图像识别地标的系统，包括以下部件：地理标记图像的数据库; 一个地标数据库; 地理群集模块; 和视觉聚类模块。在其他实施例中，本发明可以是增强用户查询以检索地标图像的方法，或者是利用文本标签自动地标记新的数字图像的方法。

3. 发明授权

US08676001B2 Automatic discovery of popular landmarks 有权
标题翻译：自动发现流行地标
公开(公告)号：US08676001B2
公开(公告)日：2014-03-18
申请号：US12119359
申请日：2008-05-12
申请人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
发明人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
IPC分类号： G06K9/54
CPC分类号： G06F17/30256 , G06F3/04842 , G06F7/08 , G06F17/30241 , G06F17/30253 , G06F17/30265 , G06F17/30268 , G06F17/3028 , G06K9/0063 , G06T7/97
摘要： In one embodiment the present invention is a method for populating and updating a database of images of landmarks including geo-clustering geo-tagged images according to geographic proximity to generate one or more geo-clusters, and visual-clustering the one or more geo-clusters according to image similarity to generate one or more visual clusters. In another embodiment, the present invention is a system for identifying landmarks from digital images, including the following components: a database of geo-tagged images; a landmark database; a geo-clustering module; and a visual clustering module. In other embodiments the present invention may be a method of enhancing user queries to retrieve images of landmarks, or a method of automatically tagging a new digital image with text labels.
摘要翻译：在一个实施例中，本发明是一种用于根据地理接近度来填充和更新包括地理聚类地理标记图像的地标图像的数据库的方法，以生成一个或多个地理群集，并且对一个或多个地理位置集群进行视觉聚类，根据图像相似性来生成一个或多个视觉集群。在另一个实施例中，本发明是一种用于从数字图像识别地标的系统，包括以下部件：地理标记图像的数据库; 一个地标数据库; 地理群集模块; 和视觉聚类模块。在其他实施例中，本发明可以是增强用户查询以检索地标图像的方法，或者是利用文本标签自动地标记新的数字图像的方法。

4. 发明申请

US20090279794A1 Automatic Discovery of Popular Landmarks 有权
标题翻译：自动发现热门地标
公开(公告)号：US20090279794A1
公开(公告)日：2009-11-12
申请号：US12119359
申请日：2008-05-12
申请人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
发明人： Fernando A. Brucher , Ulrich Buddemeier , Hartwig Adam , Hartmut Neven
IPC分类号： G06K9/80
CPC分类号： G06F17/30256 , G06F3/04842 , G06F7/08 , G06F17/30241 , G06F17/30253 , G06F17/30265 , G06F17/30268 , G06F17/3028 , G06K9/0063 , G06T7/97
摘要： In one embodiment the present invention is a method for populating and updating a database of images of landmarks including geo-clustering geo-tagged images according to geographic proximity to generate one or more geo-clusters, and visual-clustering the one or more geo-clusters according to image similarity to generate one or more visual clusters. In another embodiment, the present invention is a system for identifying landmarks from digital images, including the following components: a database of geo-tagged images; a landmark database; a geo-clustering module; and a visual clustering module. In other embodiments the present invention may be a method of enhancing user queries to retrieve images of landmarks, or a method of automatically tagging a new digital image with text labels.
摘要翻译：在一个实施例中，本发明是一种用于根据地理接近度来填充和更新包括地理聚类地理标记图像的地标图像的数据库的方法，以生成一个或多个地理群集，并且对一个或多个地理位置集群进行视觉聚类，根据图像相似性来生成一个或多个视觉集群。在另一个实施例中，本发明是一种用于从数字图像识别地标的系统，包括以下部件：地理标记图像的数据库; 一个地标数据库; 地理群集模块; 和视觉聚类模块。在其他实施例中，本发明可以是增强用户查询以检索地标图像的方法，或者是利用文本标签自动地标记新的数字图像的方法。

5. 发明授权

US08761512B1 Query by image 有权
标题翻译：按图像查询
公开(公告)号：US08761512B1
公开(公告)日：2014-06-24
申请号：US12960413
申请日：2010-12-03
申请人： Ulrich Buddemeier , Gabriel Taubman , Hartwig Adam , Charles Rosenberg , Hartmut Neven , David Petrou , Fernando Brucher
发明人： Ulrich Buddemeier , Gabriel Taubman , Hartwig Adam , Charles Rosenberg , Hartmut Neven , David Petrou , Fernando Brucher
IPC分类号： G06K9/00
CPC分类号： G06F17/30277 , G06F17/30256 , G06F17/30268 , G06F17/3053 , G06F17/30554 , G06K9/6215 , G06K9/6282 , G06K9/723 , G06K2209/01
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing queries made up of images. In one aspect, a method includes indexing images by image descriptors. The method further includes associating descriptive n-grams with the images. In another aspect, a method includes receiving a query, identifying text describing the query, and performing a search according to the text identified for the 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，用于处理由图像组成的查询。一方面，一种方法包括通过图像描述符索引图像。该方法还包括将描述性n-gram与图像相关联。在另一方面，一种方法包括接收查询，识别描述查询的文本，以及根据为查询标识的文本执行搜索。

6. 发明授权

US08189964B2 Matching an approximately located query image against a reference image set 有权
标题翻译：将大致定位的查询图像与参考图像集进行匹配
公开(公告)号：US08189964B2
公开(公告)日：2012-05-29
申请号：US12632338
申请日：2009-12-07
申请人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
发明人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
IPC分类号： G06K9/36 , G06K9/62
CPC分类号： G06K9/00671 , G06F17/30241 , G06F17/30247 , G06K9/00704
摘要： Aspects of the invention pertain to matching a selected image/photograph against a database of reference images having location information. The image of interest may include some location information itself, such as latitude/longitude coordinates and orientation. However, the location information provided by a user's device may be inaccurate or incomplete. The image of interest is provided to a front end server, which selects one or more cells to match the image against. Each cell may have multiple images and an index. One or more cell match servers compare the image against specific cells based on information provided by the front end server. An index storage server maintains index data for the cells and provides them to the cell match servers. If a match is found, the front end server identifies the correct location and orientation of the received image, and may correct errors in an estimated location of the user device.
摘要翻译：本发明的方面涉及将选定的图像/照片与具有位置信息的参考图像的数据库进行匹配。感兴趣的图像可以包括一些位置信息本身，例如纬度/经度坐标和方向。然而，用户设备提供的位置信息可能不准确或不完整。感兴趣的图像被提供给前端服务器，前端服务器选择一个或多个单元以匹配图像。每个单元可以具有多个图像和索引。一个或多个单元匹配服务器根据前端服务器提供的信息将图像与特定单元进行比较。索引存储服务器维护单元的索引数据，并将它们提供给单元匹配服务器。如果找到匹配，则前端服务器识别接收到的图像的正确位置和方向，并且可以校正用户设备的估计位置中的错误。

7. 发明申请

US20110135207A1 Matching An Approximately Located Query Image Against A Reference Image Set 有权
标题翻译：将参考图像集合的大致位置查询图像进行匹配
公开(公告)号：US20110135207A1
公开(公告)日：2011-06-09
申请号：US12632338
申请日：2009-12-07
申请人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
发明人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
IPC分类号： G06K9/62
CPC分类号： G06K9/00671 , G06F17/30241 , G06F17/30247 , G06K9/00704
摘要： Aspects of the invention pertain to matching a selected image/photograph against a database of reference images having location information. The image of interest may include some location information itself, such as latitude/longitude coordinates and orientation. However, the location information provided by a user's device may be inaccurate or incomplete. The image of interest is provided to a front end server, which selects one or more cells to match the image against. Each cell may have multiple images and an index. One or more cell match servers compare the image against specific cells based on information provided by the front end server. An index storage server maintains index data for the cells and provides them to the cell match servers. If a match is found, the front end server identifies the correct location and orientation of the received image, and may correct errors in an estimated location of the user device.
摘要翻译：本发明的方面涉及将选定的图像/照片与具有位置信息的参考图像的数据库进行匹配。感兴趣的图像可以包括一些位置信息本身，例如纬度/经度坐标和方向。然而，用户设备提供的位置信息可能不准确或不完整。感兴趣的图像被提供给前端服务器，前端服务器选择一个或多个单元以匹配图像。每个单元可以具有多个图像和索引。一个或多个单元匹配服务器根据前端服务器提供的信息将图像与特定单元进行比较。索引存储服务器维护单元的索引数据，并将它们提供给单元匹配服务器。如果找到匹配，则前端服务器识别接收到的图像的正确位置和方向，并且可以校正用户设备的估计位置中的错误。

8. 发明申请

US20120114239A1 MATCHING AN APPROXIMATELY LOCATED QUERY IMAGE AGAINST A REFERENCE IMAGE SET 审中-公开
标题翻译：匹配对参考图像集的大致定位的查询图像
公开(公告)号：US20120114239A1
公开(公告)日：2012-05-10
申请号：US13352740
申请日：2012-01-18
申请人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
发明人： John Flynn , Ulrich Buddemeier , Henrik Stewenius , Hartmut Neven , Fernando Brucher , Hartwig Adam
IPC分类号： G06K9/68
CPC分类号： G06K9/00671 , G06F16/29 , G06F16/583 , G06F16/587 , G06K9/00704
摘要： Aspects of the invention pertain to matching a selected image/photograph against a database of reference images having location information. The image of interest may include some location information itself, such as latitude/longitude coordinates and orientation. However, the location information provided by a user's device may be inaccurate or incomplete. The image of interest is provided to a front end server, which selects one or more cells to match the image against. Each cell may have multiple images and an index. One or more cell match servers compare the image against specific cells based on information provided by the front end server. An index storage server maintains index data for the cells and provides them to the cell match servers. If a match is found, the front end server identifies the correct location and orientation of the received image, and may correct errors in an estimated location of the user device.
摘要翻译：本发明的方面涉及将选定的图像/照片与具有位置信息的参考图像的数据库进行匹配。感兴趣的图像可以包括一些位置信息本身，例如纬度/经度坐标和方向。然而，用户设备提供的位置信息可能不准确或不完整。感兴趣的图像被提供给前端服务器，前端服务器选择一个或多个单元以匹配图像。每个单元可以具有多个图像和索引。一个或多个单元匹配服务器根据前端服务器提供的信息将图像与特定单元进行比较。索引存储服务器维护单元的索引数据，并将它们提供给单元匹配服务器。如果找到匹配，则前端服务器识别接收到的图像的正确位置和方向，并且可以校正用户设备的估计位置中的错误。

9. 发明授权

US09852156B2 Hybrid use of location sensor data and visual query to return local listings for visual query 有权
公开(公告)号：US09852156B2
公开(公告)日：2017-12-26
申请号：US12855563
申请日：2010-08-12
申请人： David Petrou , John Flynn , Hartwig Adam , Hartmut Neven
发明人： David Petrou , John Flynn , Hartwig Adam , Hartmut Neven
IPC分类号： G06F17/30 , H04W4/02 , H04W64/00
CPC分类号： G06F17/30247 , G06F17/30241 , G06F17/30389 , G06F17/30528 , H04W4/02 , H04W64/00
摘要： A visual query is received from a client system, along with location information for the client system, and processed by a server system. The server system sends the visual query and the location information to a visual query search system, and receives from the visual query search system enhanced location information based on the visual query and the location information. The server system then sends a search query, including the enhanced location information, to a location-based search system. The search system receives and provides to the client one or more search results to the client system.

10. 发明授权

US09137308B1 Method and apparatus for enabling event-based media data capture 有权
标题翻译：用于启用基于事件的媒体数据捕获的方法和装置
公开(公告)号：US09137308B1
公开(公告)日：2015-09-15
申请号：US13346529
申请日：2012-01-09
申请人： David Petrou , Laura Garcia-Barrio , Hartmut Neven , Hartwig Adam
发明人： David Petrou , Laura Garcia-Barrio , Hartmut Neven , Hartwig Adam
IPC分类号： G06F15/16 , H04L29/08 , G06F17/30
CPC分类号： H04L67/12 , G06F17/30 , H04W4/043 , H04W4/185
摘要： A method and apparatus for enabling media data capture based on a real-world user experience is described herein. According to embodiments of the invention, media data is captured by a mobile computing device and transmitted to a server computer system in response to identifying one or more events from sensor data. The server computer system adds the captured media data, along with data identifying the event that initiated the capture of the media data, to a history of real-world experiences of a user of the mobile computing device. The server computer system may further perform one or more recognition processes on the captured media data and, when the one or more recognition processes find a match, associate the recognized items to the captured media data.
摘要翻译：本文描述了一种基于真实用户体验实现媒体数据捕获的方法和装置。根据本发明的实施例，响应于识别来自传感器数据的一个或多个事件，媒体数据由移动计算设备捕获并被发送到服务器计算机系统。服务器计算机系统将所捕获的媒体数据以及识别发起媒体数据捕获的事件的数据与移动计算设备的用户的真实体验的历史相加。服务器计算机系统可以进一步对所捕获的媒体数据执行一个或多个识别过程，并且当一个或多个识别过程找到匹配时，将所识别的项目与所捕获的媒体数据相关联。

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