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公开(公告)号：US07254285B1
公开(公告)日：2007-08-07
申请号：US09831215
申请日：1999-11-05
申请人： Seungup Paek , Ana Benitez , Shih-Fu Chang , Chung-Sheng Li , John R. Smith , Lawrence D. Bergman , Atul Puri , Qian Huang
发明人： Seungup Paek , Ana Benitez , Shih-Fu Chang , Chung-Sheng Li , John R. Smith , Lawrence D. Bergman , Atul Puri , Qian Huang
IPC分类号： G06K9/60
CPC分类号： G06K9/4685
摘要： Systems and methods for describing image content establish image description records which include an object set (24), an object hierarchy (26) and entity relation graphs (28). For image content, image objects can include global objects (O0 8) and local objects (O1 2 and O2 6). The image objects are further defined by a number of features of different classes (36, 38 and 40), which in turn are further defined by a number of feature descriptors. The relationships between and among the objects in the object set are defined by the object hierarchy (26) and entity relation graphs (28). The image description records provide a standard vehicle for describing the content and context of image information for subsequent access and processing by computer applications such as search engines, filters, and archive systems.
摘要翻译： 用于描述图像内容的系统和方法建立包括对象集（24），对象层次（26）和实体关系图（28）的图像描述记录。 对于图像内容，图像对象可以包括全局对象（O 0 8）和本地对象（O 1 2和O 2 6）。 图像对象由不同类别（36,38和40）的许多特征进一步限定，这些特征又由许多特征描述符进一步限定。 对象集合中的对象之间和之间的关系由对象层次结构（26）和实体关系图（28）定义。 图像描述记录提供用于描述图像信息的内容和上下文的标准车辆，用于随后由计算机应用（例如搜索引擎，过滤器和归档系统）的访问和处理。
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公开(公告)号：US08370869B2
公开(公告)日：2013-02-05
申请号：US11448114
申请日：2006-06-06
申请人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Qian Huang , Chung-Sheng Li , John R. Smith , Lawrence Bergman
发明人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Qian Huang , Chung-Sheng Li , John R. Smith , Lawrence Bergman
CPC分类号： G06K9/00711 , G06F17/30858 , G06K9/468
摘要： Systems and methods for describing video content establish video description records which include an object set (24), an object hierarchy (26) and entity relation graphs (28). Video objects can include global objects, segment objects and local objects. The video objects are further defined by a number of features organized in classes, which in turn are further defined by a number of feature descriptors (36, 38, and 40). The relationships (44) between and among the objects in the object set (24) are defined by the object hierarchy (26) and entity relation graphs (28). The video description records provide a standard vehicle for describing the content and context of video information for subsequent access and processing by computer applications such as search engines, filters and archive systems.
摘要翻译： 用于描述视频内容的系统和方法建立包括对象集（24），对象层次（26）和实体关系图（28）的视频描述记录。 视频对象可以包括全局对象，段对象和本地对象。 视频对象由类别中组织的多个特征进一步限定，这些特征又由多个特征描述符（36,38和40）进一步限定。 对象集合（24）中的对象之间和之间的关系（44）由对象层次结构（26）和实体关系图（28）定义。 视频描述记录提供用于描述视频信息的内容和上下文的标准车辆，以便随后通过计算机应用（例如搜索引擎，过滤器和归档系统）进行访问和处理。
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公开(公告)号：US20070245400A1
公开(公告)日：2007-10-18
申请号：US11448114
申请日：2006-06-06
申请人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Qian Huang , Chung-Sheng Li , John Smith , Lawrence Bergman
发明人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Qian Huang , Chung-Sheng Li , John Smith , Lawrence Bergman
IPC分类号： H04N7/16
CPC分类号： G06K9/00711 , G06F17/30858 , G06K9/468
摘要： Systems and methods for describing video content establish video description records which include an object set (24), an object hierarchy (26) and entity relation graphs (28). Video objects can include global objects, segment objects and local objects. The video objects are further defined by a number of features organized in classes, which in turn are further defined by a number of feature descriptors (36, 38, and 40). The relationships (44) between and among the objects in the object set (24) are defined by the object hierarchy (26) and entity relation graphs (28). The video description records provide a standard vehicle for describing the content and context of video information for subsequent access and processing by computer applications such as search engines, filters and archive systems.
摘要翻译： 用于描述视频内容的系统和方法建立包括对象集（24），对象层次（26）和实体关系图（28）的视频描述记录。 视频对象可以包括全局对象，段对象和本地对象。 视频对象由类别中组织的多个特征进一步限定，这些特征又由多个特征描述符（36,38和40）进一步限定。 对象集合（24）中的对象之间和之间的关系（44）由对象层次结构（26）和实体关系图（28）定义。 视频描述记录提供用于描述视频信息的内容和上下文的标准车辆，以便随后通过计算机应用（例如搜索引擎，过滤器和归档系统）进行访问和处理。
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公开(公告)号：US07143434B1
公开(公告)日：2006-11-28
申请号：US09831218
申请日：1999-11-05
申请人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Chung-Sheng Li , John R. Smith , Lawrence Bergman
发明人： Seungyup Paek , Ana Benitez , Shih-Fu Chang , Atul Puri , Chung-Sheng Li , John R. Smith , Lawrence Bergman
CPC分类号： G06K9/00711 , G06F17/30858 , G06K9/468
摘要： The present invention relates to a system for generating a description record from multimedia information including, e.g., video data. A multimedia information input interface is used to receive multimedia information. A computer processor receives the multimedia information, processes the video information by performing video object extraction processing to generate video object descriptions from the video information, processes the generated video object descriptions by object hierarchy construction and extraction processing to generate video object hierarchy descriptions, and processes the generated video object descriptions by entity relation graph descriptions.
摘要翻译： 本发明涉及一种用于从包括例如视频数据的多媒体信息产生描述记录的系统。 多媒体信息输入接口用于接收多媒体信息。 计算机处理器接收多媒体信息，通过执行视频对象提取处理来处理视频信息以从视频信息生成视频对象描述，通过对象层次结构和提取处理处理所生成的视频对象描述以产生视频对象层级描述，以及处理 通过实体关系图描述生成的视频对象描述。
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公开(公告)号：US07599965B1
公开(公告)日：2009-10-06
申请号：US11616315
申请日：2006-12-27
申请人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
发明人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
IPC分类号： G06F17/30
CPC分类号： G06F17/30044 , G06F17/3002 , G06F17/30038 , G06F17/30858 , G06F17/30914 , G06F17/30958 , Y10S707/99945 , Y10S707/99948
摘要： The invention provides a system and method for integrating multimedia descriptions in a way that allows humans, software components or devices to easily identify, represent, manage, retrieve, and categorize the multimedia content. In this manner, a user who may be interested in locating a specific piece of multimedia content from a database, Internet, or broadcast media, for example, may search for and find the multimedia content. In this regard, the invention provides a system and method that receives multimedia content and separates the multimedia content into separate components which are assigned to multimedia categories, such as image, video, audio, synthetic and text. Within each of the multimedia categories, the multimedia content is classified and descriptions of the multimedia content are generated. The descriptions are then formatted, integrated, using a multimedia integration description scheme, and the multimedia integration description is generated for the multimedia content. The multimedia description is then stored into a database. As a result, a user may query a search engine which then retrieves the multimedia content from the database whose integration description matches the query criteria specified by the user. The search engine can then provide the user a useful search result based on the multimedia integration description.
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6.发明授权公开(公告)号：US07809760B2
公开(公告)日：2010-10-05
申请号：US12559817
申请日：2009-09-15
申请人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
发明人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
IPC分类号： G06F17/30
CPC分类号： G06F17/30044 , G06F17/3002 , G06F17/30038 , G06F17/30858 , G06F17/30914 , G06F17/30958 , Y10S707/99945 , Y10S707/99948
摘要： The invention provides a system and method for integrating multimedia descriptions in a way that allows humans, software components or devices to easily identify, represent, manage, retrieve, and categorize the multimedia content. In this manner, a user who may be interested in locating a specific piece of multimedia content from a database, Internet, or broadcast media, for example, may search for and find the multimedia content. In this regard, the invention provides a system and method that receives multimedia content and separates the multimedia content into separate components which are assigned to multimedia categories, such as image, video, audio, synthetic and text. Within each of the multimedia categories, the multimedia content is classified and descriptions of the multimedia content are generated. The descriptions are then formatted, integrated, using a multimedia integration description scheme, and the multimedia integration description is generated for the multimedia content. The multimedia description is then stored into a database. As a result, a user may query a search engine which then retrieves the multimedia content from the database whose integration description matches the query criteria specified by the user. The search engine can then provide the user a useful search result based on the multimedia integration description.
摘要翻译： 本发明提供一种用于以允许人，软件组件或设备容易地识别，表示，管理，检索和分类多媒体内容的方式来集成多媒体描述的系统和方法。 以这种方式，例如，可能有兴趣从数据库，因特网或广播媒体定位特定的多媒体内容的用户可以搜索和查找多媒体内容。 在这方面，本发明提供了一种接收多媒体内容并将多媒体内容分离成分配给多媒体类别（诸如图像，视频，音频，合成和文本）的组件的系统和方法。 在多媒体类别的每一个内，对多媒体内容进行分类，并且生成多媒体内容的描述。 然后使用多媒体集成描述方案对所述描述进行格式化，集成化，并且为多媒体内容生成多媒体集成描述。 然后将多媒体描述存储到数据库中。 结果，用户可以查询搜索引擎，该搜索引擎然后从整合描述与用户指定的查询标准匹配的数据库中检索多媒体内容。 然后，搜索引擎可以基于多媒体整合描述向用户提供有用的搜索结果。
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7.发明申请公开(公告)号：US20060167876A1
公开(公告)日：2006-07-27
申请号：US11278671
申请日：2006-04-04
申请人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
发明人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
CPC分类号： G06F17/30044 , G06F17/3002 , G06F17/30038 , G06F17/30858 , G06F17/30914 , G06F17/30958 , Y10S707/99945 , Y10S707/99948
摘要： The invention provides a system and method for integrating multimedia descriptions in a way that allows humans, software components or devices to easily identify, represent, manage, retrieve, and categorize the multimedia content. In this manner, a user who may be interested in locating a specific piece of multimedia content from a database, Internet, or broadcast media, for example, may search for and find the multimedia content. In this regard, the invention provides a system and method that receives multimedia content and separates the multimedia content into separate components which are assigned to multimedia categories, such as image, video, audio, synthetic and text. Within each of the multimedia categories, the multimedia content is classified and descriptions of the multimedia content are generated. The descriptions are then formatted, integrated, using a multimedia integration description scheme, and the multimedia integration description is generated for the multimedia content. The multimedia description is then stored into a database. As a result, a user may query a search engine which then retrieves the multimedia content from the database whose integration description matches the query criteria specified by the user. The search engine can then provide the user a useful search result based on the multimedia integration description.
摘要翻译： 本发明提供一种用于以允许人，软件组件或设备容易地识别，表示，管理，检索和分类多媒体内容的方式来集成多媒体描述的系统和方法。 以这种方式，例如，可能有兴趣从数据库，因特网或广播媒体定位特定的多媒体内容的用户可以搜索和查找多媒体内容。 在这方面，本发明提供了一种接收多媒体内容并将多媒体内容分离成分配给多媒体类别（诸如图像，视频，音频，合成和文本）的组件的系统和方法。 在多媒体类别的每一个内，对多媒体内容进行分类，并且生成多媒体内容的描述。 然后使用多媒体集成描述方案对所述描述进行格式化，集成化，并且为多媒体内容生成多媒体集成描述。 然后将多媒体描述存储到数据库中。 结果，用户可以查询搜索引擎，该搜索引擎然后从整合描述与用户指定的查询标准匹配的数据库中检索多媒体内容。 然后，搜索引擎可以基于多媒体整合描述向用户提供有用的搜索结果。
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8.发明授权公开(公告)号：US07506024B2
公开(公告)日：2009-03-17
申请号：US11278671
申请日：2006-04-04
申请人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
发明人： Ana Benitez , Shih-Fu Chang , Qian Huang , Seungyup Paek , Atul Puri
CPC分类号： G06F17/30044 , G06F17/3002 , G06F17/30038 , G06F17/30858 , G06F17/30914 , G06F17/30958 , Y10S707/99945 , Y10S707/99948
摘要： The invention provides a system and method for integrating multimedia descriptions in a way that allows humans, software components or devices to easily identify, represent, manage, retrieve, and categorize the multimedia content. In this manner, a user who may be interested in locating a specific piece of multimedia content from a database, Internet, or broadcast media, for example, may search for and find the multimedia content. In this regard, the invention provides a system and method that receives multimedia content and separates the multimedia content into separate components which are assigned to multimedia categories, such as image, video, audio, synthetic and text. Within each of the multimedia categories, the multimedia content is classified and descriptions of the multimedia content are generated. The descriptions are then formatted, integrated, using a multimedia integration description scheme, and the multimedia integration description is generated for the multimedia content. The multimedia description is then stored into a database. As a result, a user may query a search engine which then retrieves the multimedia content from the database whose integration description matches the query criteria specified by the user. The search engine can then provide the user a useful search result based on the multimedia integration description.
摘要翻译： 本发明提供一种用于以允许人，软件组件或设备容易地识别，表示，管理，检索和分类多媒体内容的方式来集成多媒体描述的系统和方法。 以这种方式，例如，可能有兴趣从数据库，因特网或广播媒体定位特定的多媒体内容的用户可以搜索和查找多媒体内容。 在这方面，本发明提供了一种接收多媒体内容并将多媒体内容分离成分配给多媒体类别（诸如图像，视频，音频，合成和文本）的组件的系统和方法。 在多媒体类别的每一个内，对多媒体内容进行分类，并且生成多媒体内容的描述。 然后使用多媒体集成描述方案对所述描述进行格式化，集成化，并且为多媒体内容生成多媒体集成描述。 然后将多媒体描述存储到数据库中。 结果，用户可以查询搜索引擎，该搜索引擎然后从整合描述与用户指定的查询标准匹配的数据库中检索多媒体内容。 然后，搜索引擎可以基于多媒体整合描述向用户提供有用的搜索结果。
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9.发明授权公开(公告)号：US07653635B1
公开(公告)日：2010-01-26
申请号：US09830899
申请日：1999-11-05
申请人： Seungup Paek , Ana Benitez , Shih-Fu Chang
发明人： Seungup Paek , Ana Benitez , Shih-Fu Chang
IPC分类号： G06F17/30
CPC分类号： G06F17/30607 , G06F17/30038 , G06F17/3079 , G06F17/30858
摘要： Systems and methods for generating standard description records from multimedia information are provided. The system includes at least one multimedia information input interface (180) receiving multimedia information, a computer processor, and a data storage system (150), operatively coupled to said processor, for storing said at least one description record. The processor performs object extraction processing to generate multimedia object descriptions (200, 201, 205) from the multimedia information, and object hierarchy processing (410, 420) to generate multimedia object hierarchy descriptions, to generate at least one description record including the multimedia object descriptions (200, 201, 205) and multimedia object hierarchy descriptions for content embedded within the multimedia information.
摘要翻译： 提供了从多媒体信息生成标准描述记录的系统和方法。 系统包括至少一个接收多媒体信息的多媒体信息输入接口（180），计算机处理器和可操作地耦合到所述处理器的数据存储系统（150），用于存储所述至少一个描述记录。 处理器执行对象提取处理以从多媒体信息和对象分层处理（410,420）生成多媒体对象描述（200,201,205）以生成多媒体对象层级描述，以生成包括多媒体对象的至少一个描述记录 描述（200,201,205）以及多媒体信息中嵌入的内容的多媒体对象层级描述。
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10.发明授权公开(公告)号：US09213745B1
公开(公告)日：2015-12-15
申请号：US13844219
申请日：2013-03-15
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30038 , G06F17/30817 , G06F17/30867 , G06F17/30997
摘要： Methods, systems, and media for ranking content items using topics are provided. In some embodiments, a method for ranking video content is provided, comprising: receiving a search query; generating a plurality of search results in response to the search query; determining one or more entity types associated with a content class within the plurality of search results; determining whether the search query is a query for content belonging to the content class based on a plurality of criterion that includes: (i) determining whether at least one of the plurality of search results is associated with the one or more determined entity types and (ii) determining whether entities shared between the plurality of search results include the one or more determined entity types; and in response to determining that the plurality of criterion have been met, promoting at least one search result of the plurality of search results belonging to the content class.
摘要翻译： 提供了使用主题对内容项进行排名的方法，系统和媒体。 在一些实施例中，提供了一种用于对视频内容进行排序的方法，包括：接收搜索查询; 响应于搜索查询生成多个搜索结果; 确定与所述多个搜索结果内的内容类相关联的一个或多个实体类型; 基于包括以下步骤的多个标准来确定所述搜索查询是否是对属于所述内容类的内容的查询：（i）确定所述多个搜索结果中的至少一个是否与所述一个或多个所确定的实体类型相关联，以及（ ii）确定在所述多个搜索结果之间共享的实体是否包括所述一个或多个确定的实体类型; 并且响应于确定已经满足所述多个标准，促进属于所述内容类的所述多个搜索结果的至少一个搜索结果。
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