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    • 1. 发明授权
    • Digital image retrieval by aggregating search results based on visual annotations
    • 基于视觉注释聚合搜索结果的数字图像检索
    • US07962500B2
    • 2011-06-14
    • US12258349
    • 2008-10-24
    • Roelof van ZwolXimena Olivares
    • Roelof van ZwolXimena Olivares
    • G06F7/00G06F17/30
    • G06F17/30265
    • An approach for responding to a text-based query for a digital image is provided. A request that identifies one or more keywords is received. A number of annotated digital images are selected. Each selected annotated digital image has a bounded region, on its appearance, that has an annotation associated with at least one of the keywords. A set of candidate digital images is selected for each annotated digital image. The set of candidate images, for a particular annotated digital image, are the digital images, of a set of digital images, which have an appearance that is most similar to the particular annotated digital image. The sets of candidate images are aggregated into a single set of digital images. A response is generated that identifies those digital images in the single set of digital images which are most responsive to the one or more keywords.
    • 提供了一种用于响应数字图像的基于文本的查询的方法。 接收到识别一个或多个关键字的请求。 选择了许多带注释的数字图像。 每个选择的注释数字图像具有在其外观上具有与至少一个关键字相关联的注释的有界区域。 为每个带注释的数字图像选择一组候选数字图像。 用于特定注释数字图像的候选图像集合是一组数字图像的数字图像,其具有与特定注释数字图像最相似的外观。 候选图像的集合被聚合成单个数字图像集合。 产生响应,其识别对一个或多个关键词最响应的单个数字图像集合中的那些数字图像。
    • 2. 发明申请
    • DIGITAL IMAGE RETRIEVAL BY AGGREGATING SEARCH RESULTS BASED ON VISUAL ANNOTATIONS
    • 通过视觉观察聚合搜索结果的数字图像检索
    • US20100114888A1
    • 2010-05-06
    • US12258349
    • 2008-10-24
    • Roelof van ZwolXimena Olivares
    • Roelof van ZwolXimena Olivares
    • G06F17/30
    • G06F17/30265
    • An approach for responding to a text-based query for a digital image is provided. A request that identifies one or more keywords is received. A number of annotated digital images are selected. Each selected annotated digital image has a bounded region, on its appearance, that has an annotation associated with at least one of the keywords. A set of candidate digital images is selected for each annotated digital image. The set of candidate images, for a particular annotated digital image, are the digital images, of a set of digital images, which have an appearance that is most similar to the particular annotated digital image. The sets of candidate images are aggregated into a single set of digital images. A response is generated that identifies those digital images in the single set of digital images which are most responsive to the one or more keywords.
    • 提供了一种用于响应数字图像的基于文本的查询的方法。 接收到识别一个或多个关键字的请求。 选择了许多带注释的数字图像。 每个选择的注释数字图像具有在其外观上具有与至少一个关键字相关联的注释的有界区域。 为每个带注释的数字图像选择一组候选数字图像。 用于特定注释数字图像的候选图像集合是一组数字图像的数字图像,其具有与特定注释数字图像最相似的外观。 候选图像的集合被聚合成单个数字图像集合。 产生响应,其识别对一个或多个关键词最响应的单个数字图像集合中的那些数字图像。
    • 4. 发明授权
    • Method and interface for displaying locations associated with annotations
    • 用于显示与注释相关联的位置的方法和界面
    • US09563850B2
    • 2017-02-07
    • US12686677
    • 2010-01-13
    • Roelof van ZwolVanessa MurdockLluís Garcia Pueyo
    • Roelof van ZwolVanessa MurdockLluís Garcia Pueyo
    • G06F3/048G06N7/00G06F17/24G06F17/30
    • G06N7/005G06F17/241G06F17/30241G06F17/30268
    • Methods, systems and computer program products for displaying geographical locations with the one or more annotations. In a particular embodiment, a language model is used to obtain the probability distribution of the locations over one or more annotations. Further, the system and the method utilizes the probability data obtained from the language model to determine a probability score for each location over the one or more annotations. Subsequently, one or more geographical locations are displayed on a world map, based on the probability score of the geographical locations over the one or more annotations. In one embodiment, geographical locations may be highlighted using a color code on a heat map overlaid on the world map. The color code may represent the ranking of the geographical locations based on the calculated probability score for each identified geographical location. Further, when the user provides one or more additional annotations, the world map may be dynamically updated to display the relevant geographical locations associated with the updated annotations.
    • 用于显示具有一个或多个注释的地理位置的方法,系统和计算机程序产品。 在特定实施例中,使用语言模型来获得在一个或多个注释上的位置的概率分布。 此外,系统和方法利用从语言模型获得的概率数据来确定一个或多个注释上的每个位置的概率分数。 随后,基于一个或多个注释上的地理位置的概率分数,在世界地图上显示一个或多个地理位置。 在一个实施例中,可以使用覆盖在世界地图上的热图上的颜色代码突出显示地理位置。 颜色代码可以基于针对每个确定的地理位置的计算的概率分数来表示地理位置的排名。 此外,当用户提供一个或多个附加注释时,可以动态地更新世界地图以显示与更新的注释相关联的相关地理位置。
    • 9. 发明申请
    • SYSTEM AND METHOD FOR A TASK MANAGEMENT LIBRARY TO EXECUTE MAP-REDUCE APPLICATIONS IN A MAP-REDUCE FRAMEWORK
    • 用于在MAP-REDUCF框架中执行MAP减少应用的任务管理库的系统和方法
    • US20110154341A1
    • 2011-06-23
    • US12642849
    • 2009-12-20
    • Lluis Garcia PueyoRoelof van Zwol
    • Lluis Garcia PueyoRoelof van Zwol
    • G06F15/16G06F9/46
    • G06F9/5066
    • An improved system and method for a task management library to execute map-reduce applications is provided. A map-reduce application may be operably coupled to a task manager library and a map-reduce library on a client device. The task manager library may include a wrapper application programming interface that provides application programming interfaces invoked by a wrapper to parse data input values of the map-reduce application. The task manager library may also include a configurator that extracts data and parameters of the map-reduce application from a configuration file to configure the map-reduce application for execution, a scheduler that determines an execution plan based on input and output data dependencies of mappers and reducers, a launcher that iteratively launches the mappers and reducers according to the execution plan, and a task executor that requests the map-reduce library to invoke execution of mappers on mapper servers and reducers on reducer servers.
    • 提供了一种用于任务管理库执行映射减少应用程序的改进的系统和方法。 地图缩减应用程序可以可操作地耦合到客户端设备上的任务管理器库和映射减少库。 任务管理器库可以包括包装应用程序编程接口,其提供由包装器调用的应用程序编程接口来解析map-reduce应用程序的数据输入值。 任务管理器库还可以包括配置器,其从配置文件中提取map-reduce应用的数据和参数,以配置用于执行的map-reduce应用程序;调度器,其基于映射器的输入和输出数据依赖性来确定执行计划 和reducers,一个根据执行计划迭代地启动映射器和还原器的启动器,以及一个任务执行器,它请求map-reduce库来调用在reducer服务器上映射器服务器和还原器上的映射器的执行。