Multiclass classification of points
    2.
    发明授权
    Multiclass classification of points 有权
    积分多类分类

    公开(公告)号:US08924316B2

    公开(公告)日:2014-12-30

    申请号:US13563690

    申请日:2012-07-31

    CPC classification number: G06T3/40 G06K9/6287

    Abstract: A method includes obtaining, by executing a module stored on a non-transitory computer-readable storage device, approximately-zero polynomials for each of multiple classes. The method further includes evaluating the approximately-zero polynomials for each class on a plurality of points to compute distances from each point to each of the classes. The method also includes scaling the approximately-zero polynomials based on the distances and classifying the points based on the scaled approximately-zero polynomials.

    Abstract translation: 一种方法包括通过执行存储在非暂时计算机可读存储设备上的模块来获得针对多个类别中的每一个的近似零多项式。 该方法还包括评估多个点上的每个类的近似零多项式以计算从每个点到每个类的距离。 该方法还包括基于距离缩放近似零多项式并基于缩放的近似零多项式对点进行分类。

    Mapping tasks to execution threads
    3.
    发明授权
    Mapping tasks to execution threads 有权
    将任务映射到执行线程

    公开(公告)号:US08887160B2

    公开(公告)日:2014-11-11

    申请号:US13301301

    申请日:2011-11-21

    CPC classification number: G06F9/5027 G06F2209/503

    Abstract: Tasks are mapped to execution threads of a parallel processing device. Tasks are mapped from the list of tasks to execution threads of the parallel processing device that are free. The parallel processing device is allowed to perform the tasks mapped to the execution threads of the parallel processing device for a predetermined number of execution cycles. When the parallel processing device has performed the tasks mapped to the execution threads of the parallel processing device for the predetermined number of execution cycles, the parallel processing device is suspended from further performing the tasks to allow the parallel processing device to determine which execution threads have completed performance of mapped tasks and are therefore free.

    Abstract translation: 任务映射到并行处理设备的执行线程。 任务从任务列表映射到并行处理设备的空闲执行线程。 允许并行处理设备执行映射到并行处理设备的执行线程的任务达预定数量的执行周期。 当并行处理装置在预定数量的执行周期中执行映射到并行处理装置的执行线程的任务时,暂停并行处理装置进一步执行任务以允许并行处理装置确定哪个执行线程具有 完成映射任务的性能,因此是免费的。

    Graphical user interface component identification
    4.
    发明授权
    Graphical user interface component identification 有权
    图形用户界面组件标识

    公开(公告)号:US08762873B2

    公开(公告)日:2014-06-24

    申请号:US12605426

    申请日:2009-10-26

    CPC classification number: G06F8/38

    Abstract: Systems, methods, and other embodiments associated with graphical user interface (GUI) component identification are described. One example method includes identifying a set of GUI components. The identifying may be based on a screen image of a GUI. The screen image may comprise data describing a visual representation of the GUI. The example method may also include providing data identifying the set of GUI components.

    Abstract translation: 描述了与图形用户界面(GUI)组件标识相关联的系统,方法和其他实施例。 一个示例性方法包括识别一组GUI组件。 识别可以基于GUI的屏幕图像。 屏幕图像可以包括描述GUI的视觉表示的数据。 示例性方法还可以包括提供标识GUI组件集合的数据。

    GRAPHICAL USER INTERFACE COMPONENT CLASSIFICATION
    7.
    发明申请
    GRAPHICAL USER INTERFACE COMPONENT CLASSIFICATION 有权
    图形用户界面组件分类

    公开(公告)号:US20110099137A1

    公开(公告)日:2011-04-28

    申请号:US12605418

    申请日:2009-10-26

    CPC classification number: G06F9/45512 G06N3/02 G06N5/02 G06N5/04

    Abstract: Systems, methods, and other embodiments associated with graphical user interface (GUI) component classification are described. One example method includes generating a first vector. The first vector may be generated based on image data describing a GUI component. The example method may also include assigning a GUI component classifier to the GUI component. Assigning the GUI component classifier may comprise comparing the first vector to members of a vector set. Members of the vector set may describe GUI elements. The example method may also include providing the GUI component classifier.

    Abstract translation: 描述了与图形用户界面(GUI)组件分类相关联的系统,方法和其他实施例。 一个示例性方法包括生成第一向量。 可以基于描述GUI组件的图像数据生成第一向量。 该示例方法还可以包括将GUI组件分类器分配给GUI组件。 分配GUI组件分类器可以包括将第一向量与矢量集的成员进行比较。 矢量集的成员可以描述GUI元素。 该示例方法还可以包括提供GUI组件分类器。

    Graphical user interface component classification
    8.
    发明授权
    Graphical user interface component classification 有权
    图形用户界面组件分类

    公开(公告)号:US09104450B2

    公开(公告)日:2015-08-11

    申请号:US12605418

    申请日:2009-10-26

    CPC classification number: G06F9/45512 G06N3/02 G06N5/02 G06N5/04

    Abstract: Systems, methods, and other embodiments associated with graphical user interface (GUI) component classification are described. One example method includes generating a first vector. The first vector may be generated based on image data describing a GUI component. The example method may also include assigning a GUI component classifier to the GUI component. Assigning the GUI component classifier may comprise comparing the first vector to members of a vector set. Members of the vector set may describe GUI elements. The example method may also include providing the GUI component classifier.

    Abstract translation: 描述了与图形用户界面(GUI)组件分类相关联的系统,方法和其他实施例。 一个示例性方法包括生成第一向量。 可以基于描述GUI组件的图像数据生成第一向量。 该示例方法还可以包括将GUI组件分类器分配给GUI组件。 分配GUI组件分类器可以包括将第一向量与矢量集的成员进行比较。 矢量集的成员可以描述GUI元素。 该示例方法还可以包括提供GUI组件分类器。

    MULTICLASS CLASSIFICATION OF POINTS
    9.
    发明申请
    MULTICLASS CLASSIFICATION OF POINTS 有权
    点数分类

    公开(公告)号:US20140035954A1

    公开(公告)日:2014-02-06

    申请号:US13563690

    申请日:2012-07-31

    CPC classification number: G06T3/40 G06K9/6287

    Abstract: A method includes obtaining, by executing a module stored on a non-transitory computer-readable storage device, approximately-zero polynomials for each of multiple classes. The method further includes evaluating the approximately-zero polynomials for each class on a plurality of points to compute distances from each point to each of the classes. The method also includes scaling the approximately-zero polynomials based on the distances and classifying the points based on the scaled approximately-zero polynomials.

    Abstract translation: 一种方法包括通过执行存储在非暂时计算机可读存储设备上的模块来获得针对多个类别中的每一个的近似零多项式。 该方法还包括评估多个点上的每个类的近似零多项式以计算从每个点到每个类的距离。 该方法还包括基于距离缩放近似零多项式并基于缩放的近似零多项式对点进行分类。

    MAPPING TASKS TO EXECUTION THREADS
    10.
    发明申请
    MAPPING TASKS TO EXECUTION THREADS 有权
    映射任务执行螺纹

    公开(公告)号:US20130132961A1

    公开(公告)日:2013-05-23

    申请号:US13301301

    申请日:2011-11-21

    CPC classification number: G06F9/5027 G06F2209/503

    Abstract: Tasks are mapped to execution threads of a parallel processing device. Tasks are mapped from the list of tasks to execution threads of the parallel processing device that are free. The parallel processing device is allowed to perform the tasks mapped to the execution threads of the parallel processing device for a predetermined number of execution cycles. When the parallel processing device has performed the tasks mapped to the execution threads of the parallel processing device for the predetermined number of execution cycles, the parallel processing device is suspended from further performing the tasks to allow the parallel processing device to determine which execution threads have completed performance of mapped tasks and are therefore free.

    Abstract translation: 任务映射到并行处理设备的执行线程。 任务从任务列表映射到并行处理设备的空闲执行线程。 允许并行处理设备执行映射到并行处理设备的执行线程的任务达预定数量的执行周期。 当并行处理装置在预定数量的执行周期中执行映射到并行处理装置的执行线程的任务时,暂停并行处理装置进一步执行任务以允许并行处理装置确定哪个执行线程具有 完成映射任务的性能,因此是免费的。

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