System and method for personalization of handwriting recognition
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    发明申请
    System and method for personalization of handwriting recognition 有权
    手写识别个性化的系统和方法

    公开(公告)号:US20050089227A1

    公开(公告)日:2005-04-28

    申请号:US10693259

    申请日:2003-10-24

    CPC分类号: G06K9/222 G06K9/6256

    摘要: An improved system and method for personalizing recognition of an input method is provided. A trainable handwriting recognizer may be personalized by using ink written by the user and text authored by the user. The system includes a personalization service engine and a framework with interfaces for collecting, storing, and accessing user ink and authored information for training recognizers. The trainers of the system may include a text trainer for augmenting a recognizer's dictionary using text content and a shape trainer for tuning generic recognizer components using ink data supplied by a user. The trainers may load multiple trainer clients, each capable of training one or more specific recognizers. Furthermore, a framework is provided for supporting pluggable trainers. Any trainable recognizer may be dynamically personalized using the harvested information authored by the user and ink written by the user.

    摘要翻译: 提供了一种用于个性化输入方法的识别的改进的系统和方法。 可以通过使用用户书写的墨水和使用者编写的文字来个性化可训练的手写识别器。 该系统包括个性化服务引擎和具有用于收集,存储和访问用户墨水和用于训练识别器的创作信息的界面的框架。 系统的训练者可以包括用于使用文本内容增强识别器字典的文本训练器,以及使用由用户提供的墨水数据来调整通用识别器组件的形状训练器。 培训师可以加载多个培训师客户,每个客户能够训练一个或多个特定识别器。 此外,还提供了一个用于支持可插拔教练的框架。 任何可训练的识别器可以使用用户编写的收获信息和由用户书写的墨水来动态地个性化。