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    Large-scale matching of audio and video
    1.
    发明授权
    Large-scale matching of audio and video 有权
    音频和视频的大规模匹配

    公开(公告)号：US08625033B1

    公开(公告)日：2014-01-07

    申请号：US12697880

    申请日：2010-02-01

    申请人： David Marwood ,  Daniel Keysers ,  Richard Tucker ,  Gheorghe Postelnicu ,  Michele Covell

    发明人： David Marwood ,  Daniel Keysers ,  Richard Tucker ,  Gheorghe Postelnicu ,  Michele Covell

    IPC分类号： H04N5/14

    摘要： Large-scale matching of videos is performed by matching a set of probe videos against a set of reference videos to determine if they are visually and/or aurally similar. The visual and audio fingerprints of all probe videos and reference videos are divided into subfingerprints, which are divided into LSH bands. The LSH bands of the probe videos are sorted in one list, and the LSH bands of the reference videos are sorted in another list. Then, the two sorted lists are linearly scanned for matching LSH bands. The matching LSH bands are sorted by probe video ID, and each probe video ID is searched to find matches between probe videos and reference videos. Further, an incremental matching process identifies matches as groups of new probe videos and/or new reference videos are added, without unnecessary repetition of matching old probe videos against old reference videos.

    摘要翻译： 通过将一组探测视频与一组参考视频相匹配来进行视频的大规模匹配，以确定它们是否在视觉上和/或听觉上相似。 所有探测视频和参考视频的视觉和音频指纹分为子指纹，分为LSH频段。 探测视频的LSH频带在一个列表中排序，参考视频的LSH频带在另一个列表中排序。 然后，对两个排序列表进行线性扫描以获得匹配的LSH频带。 匹配的LSH频带按照探测视频ID进行排序，并且搜索每个探测视频ID以找到探测视频和参考视频之间的匹配。 此外，增量匹配过程将匹配作为新的探测视频组和/或新参考视频添加，而不必对旧的参考视频进行不必要的重复匹配的旧探测视频。

    Determining labels from similar geographic features
    3.
    发明授权
    Determining labels from similar geographic features 有权
    确定类似地理特征的标签

    公开(公告)号：US09177069B1

    公开(公告)日：2015-11-03

    申请号：US13111459

    申请日：2011-05-19

    申请人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    发明人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    IPC分类号： G06F17/30

    CPC分类号： G06F17/3087 ,  G06F17/30241 ,  G06F17/30333

    摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, including a method that comprises: determining a target geographic feature that has insufficient targeting information associated therewith, the target geographic feature defining a location; determining one or more similar geographic features to the target geographic feature, each geographic feature including targeting information, the determining based on shared excess queries that are shared between geographic features that are determined to be similar to the target geographic feature, wherein each excess query is a query associated with and exceeds an expected query count for each of the similar geographic features and the target geographic feature; attributing targeting information associated with at least one of the one or more similar geographic features to the target geographic feature; and serving content responsive to queries that relate to the target geographic feature based at least in part on the attributed targeting information.

    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，包括一种方法，其包括：确定与其相关联的目标信息不足的目标地理特征，所述目标地理特征定义位置; 将目标地理特征确定一个或多个相似的地理特征，每个地理特征包括目标信息，基于被确定为类似于目标地理特征的地理特征之间共享的共享超额查询的确定，其中每个过量查询是 与每个相似地理特征和目标地理特征相关联并且超过预期查询计数的查询; 将与所述一个或多个相似地理特征中的至少一个相关联的定向信息归因于所述目标地理特征; 以及至少部分地基于归因的定位信息来响应于与目标地理特征相关的查询来服务内容。

    DELIVERING ROUTE INFORMATION
    4.
    发明申请
    DELIVERING ROUTE INFORMATION 审中-公开
    提供路线信息

    公开(公告)号：US20140358425A1

    公开(公告)日：2014-12-04

    申请号：US13117625

    申请日：2011-05-27

    申请人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    发明人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    IPC分类号： G01C21/00

    CPC分类号： G01C21/3697 ,  G06F16/29

    摘要： Methods, systems, and computer program products are provided for delivering route information. One example method includes receiving a request from a user for a route from a starting point to a destination point, determining the route including route information defining the route, and classifying the route. Prior to the user embarking on the route, one or more content items are determined for presentation to the user based at least in part on the route information and the route classification, and the route information and the content items are delivered to the user responsive to the request.

    摘要翻译： 提供方法，系统和计算机程序产品来提供路线信息。 一个示例性方法包括从用户接收从起点到目的地点的路由的请求，确定包括定义路由的路由信息​​的路由，以及对路由进行分类。 在用户开始路由之前，至少部分地基于路由信息和路由分类来确定一个或多个内容项目以呈现给用户，并且路由信息和内容项目被响应于 请求。

    PROVIDING CONTENT BASED ON GEOGRAPHIC LOCATION DATA
    5.
    发明申请
    PROVIDING CONTENT BASED ON GEOGRAPHIC LOCATION DATA 审中-公开
    基于地理位置数据提供内容

    公开(公告)号：US20150371269A1

    公开(公告)日：2015-12-24

    申请号：US13598929

    申请日：2012-08-30

    申请人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  David Marwood ,  Shumeet Baluja

    发明人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  David Marwood ,  Shumeet Baluja

    IPC分类号： G06Q30/02 ,  G06F17/30

    CPC分类号： G06Q30/0261 ,  G06F16/9537

    摘要： Methods, system, and apparatus, including computer programs are encoded on a computer storage medium, for providing content based on geographic location data. In one aspect, a method includes receiving a request from a website for a map segment corresponding to a particular location. Keywords are extracted from the website as targeting criteria for the particular location. The targeting criteria is associated with the particular location. A subsequent request for advertising content associated with the particular location is received. One or more advertising content items are selected based on the targeting criteria. The selected advertising content items are provided responsive to the subsequent request.

    摘要翻译： 包括计算机程序的方法，系统和装置在计算机存储介质上编码，用于基于地理位置数据提供内容。 一方面，一种方法包括从网站接收对应于特定位置的地图段的请求。 将关键字从网站提取为特定位置的定位条件。 定位条件与特定位置相关联。 接收与特定位置相关联的广告内容的后续请求。 基于目标标准来选择一个或多个广告内容项目。 响应于后续请求提供所选择的广告内容项目。

    Creating targeting information for a user
    6.
    发明授权
    Creating targeting information for a user 有权
    为用户创建定位信息

    公开(公告)号：US08909631B1

    公开(公告)日：2014-12-09

    申请号：US13217605

    申请日：2011-08-25

    申请人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    发明人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    IPC分类号： G06F7/00 ,  G06F17/30

    CPC分类号： G06F17/3087 ,  G06Q30/02

    摘要： Methods, systems, and computer program products, including computer programs encoded on a computer readable storage medium, for providing content to a user based on the mode of the user. A method includes: providing a data structure that includes query logs; processing query logs to determine candidate queries that satisfy a criteria, the processing including determining a location of interest, if any, for each query log entry and where the criteria requires an entry to have been submitted from a location that is different from a location of interest associated with the entry; evaluating the candidate queries to determine targeting information for the location of interest; receiving a request for content from a user that is proximate to the location of interest or has expressed an interest in the location of interest; and providing content to the user based at least in part on the targeting information.

    摘要翻译： 方法，系统和计算机程序产品，包括在计算机可读存储介质上编码的计算机程序，用于基于用户的模式向用户提供内容。 一种方法包括：提供包括查询日志的数据结构; 处理查询日志以确定满足条件的候选查询，所述处理包括为每个查询日志条目确定感兴趣的位置（如果有的话），并且其中标准要求从不同于位置的位置提交条目 与入场有关的利息; 评估候选查询以确定感兴趣的位置的目标信息; 接收来自接近感兴趣位置的用户的内容请求，或者对感兴趣的位置表示兴趣; 以及至少部分地基于所述目标信息向所述用户提供内容。

    Selection of hash lookup keys for efficient retrieval
    7.
    发明授权
    Selection of hash lookup keys for efficient retrieval 有权
    选择哈希查询键以进行有效的检索

    公开(公告)号：US08184953B1

    公开(公告)日：2012-05-22

    申请号：US12391153

    申请日：2009-02-23

    申请人： Michele Covell ,  Sergey Ioffe ,  Shumeet Baluja ,  David Marwood

    发明人： Michele Covell ,  Sergey Ioffe ,  Shumeet Baluja ,  David Marwood

    IPC分类号： H04N9/80

    CPC分类号： G06F17/30858 ,  G11B27/28

    摘要： Videos are received and indexed based on fingerprints generated for the videos, using lookup keys which correspond to sub portions of the reference fingerprints. Specifically, a set of lookup keys is selected such that the number of reference fingerprints such that the clumping associated with the associated each of the lookup keys is minimized. Clumping occurs when a number of reference identifiers associated with a lookup key exceeds a maximum value.

    摘要翻译： 基于为视频生成的指纹，使用与参考指纹的子部分相对应的查找键来接收和索引视频。 具体地，选择一组查找键，使得参考指纹的数量使得与相关联的每个查找键相关联的聚集被最小化。 当与查找键相关联的多个参考标识符超过最大值时，会发生分组。

    Ranking content using location-based query log analysis
    9.
    发明授权
    Ranking content using location-based query log analysis 有权
    使用基于位置的查询日志分析对内容进行排名

    公开(公告)号：US09129029B1

    公开(公告)日：2015-09-08

    申请号：US13111485

    申请日：2011-05-19

    申请人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    发明人： Rohan Seth ,  Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Shumeet Baluja ,  David Marwood

    IPC分类号： G06F17/30

    CPC分类号： G06F17/3053 ,  G06F17/30241 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/3087

    摘要： Methods, systems, and apparatus, including computer programs encoded on a computer-readable storage medium, including a method for ranking content using location-based query log analysis. The method comprises: identifying a region defining an area of interest including identifying a plurality of content items that are associated with the region; evaluating query logs associated with users that submitted queries associated with the region to determine a ranking associated with the plurality of content items; receiving a request for content associated with the region; and providing one or more of the content items based at least in part on the ranking.

    摘要翻译： 方法，系统和装置，包括在计算机可读存储介质上编码的计算机程序，包括使用基于位置的查询日志分析来对内容进行排序的方法。 该方法包括：识别定义感兴趣区域的区域，包括识别与该区域相关联的多个内容项目; 评估与提交与所述区域相关联的查询的用户相关联的查询日志以确定与所述多个内容项目相关联的排名; 接收与该地区相关联的内容的请求; 以及至少部分地基于排名来提供一个或多个内容项目。

    Transcribing and navigating a response system
    10.
    发明授权
    Transcribing and navigating a response system 有权
    转录和导航响应系统

    公开(公告)号：US08917823B1

    公开(公告)日：2014-12-23

    申请号：US13116852

    申请日：2011-05-26

    申请人： Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Rohan Seth ,  Shumeet Baluja ,  David Marwood

    发明人： Joshua J. Sacks ,  Michele Covell ,  Michael Chu ,  Rohan Seth ,  Shumeet Baluja ,  David Marwood

    IPC分类号： H04M1/64

    CPC分类号： H04M3/5166 ,  H04M1/72519 ,  H04M3/4938

    摘要： Methods, systems, and apparatus, including computer programs encoded on a computer-readable storage medium for transcribing information. A method includes: identifying a telephone number that once dialed has an associated message that is played or includes a response system; transcribing the message or information about the response system; storing the transcribed message or information in association with the telephone number in database; receiving a request from a user that includes the telephone number; and providing information about the transcribed information to the user.

    摘要翻译： 方法，系统和装置，包括编码在用于转录信息的计算机可读存储介质上的计算机程序。 一种方法包括：识别一次拨打的电话号码具有播放的相关联的消息或包括响应系统; 转录有关响应系统的消息或信息; 将转录的消息或信息与电话号码相关联地存储在数据库中; 从用户接收包括电话号码的请求; 并向用户提供关于转录信息的信息。