Motion Pattern Classification and Gesture Recognition
    15.
    发明申请
    Motion Pattern Classification and Gesture Recognition 审中-公开
    运动模式分类和手势识别

    公开(公告)号:US20150355721A1

    公开(公告)日:2015-12-10

    申请号:US14828422

    申请日:2015-08-17

    Applicant: Apple Inc.

    CPC classification number: G06F3/017 G06F3/04842 G06F3/04883 G06K9/00355

    Abstract: Methods, program products, and systems for gesture classification and recognition are disclosed. In general, in one aspect, a system can determine multiple motion patterns for a same user action (e.g., picking up a mobile device from a table) from empirical training data. The system can collect the training data from one or more mobile devices. The training data can include multiple series of motion sensor readings for a specified gesture. Each series of motion sensor readings can correspond to a particular way a user performs the gesture. Using clustering techniques, the system can extract one or more motion patterns from the training data. The system can send the motion patterns to mobile devices as prototypes for gesture recognition.

    Abstract translation: 公开了用于手势分类和识别的方法,程序产品和系统。 通常,在一个方面,系统可以根据经验训练数据确定用于相同用户动作(例如,从表中拾取移动设备)的多个运动模式。 系统可以从一个或多个移动设备收集训练数据。 训练数据可以包括用于指定手势的多个运动传感器读数。 每个系列的运动传感器读数可以对应于用户执行手势的特定方式。 使用聚类技术,系统可以从训练数据中提取一个或多个运动模式。 系统可以将运动模式发送到移动设备作为用于手势识别的原型。

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