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    • 3. 发明授权
    • Handwriting recognition system and method using compound characters for improved recognition accuracy
    • 手写识别系统和方法使用复合字符提高识别精度
    • US06567548B2
    • 2003-05-20
    • US09240362
    • 1999-01-29
    • Krishna S. NathanMichael P. PerroneJohn F. Pitrelli
    • Krishna S. NathanMichael P. PerroneJohn F. Pitrelli
    • G06K918
    • G06K9/6255G06K9/00852
    • A handwriting recognition system and method whereby various character sequences (which are typically “slurred” together when handwritten) are each modelled as a single character (“compound character model”) so as to provide increased decoding accuracy for slurred handwritten character sequences. In one aspect of the present invention, a method for generating a handwriting recognition system having compound character models comprises the steps of: providing an initial handwriting recognition system having individual character models; collecting and labelling a set of handwriting data; aligning the labelled set of handwriting data; generating compound character data using the aligned handwriting data; and retraining the initial recognition system with the compound character data to generate a new recognition system having compound character models. Once these compound character models are trained, they may be used to accurately decode slurred handwritten character sequences for which compound character models were previously generated. Once recognized, the compound characters are expanded into the constituent individual characters comprising the compound character.
    • 各种字符序列(手写时通常“模糊”在一起)的手写识别系统和方法各自被建模为单个字符(“复合字符模型”),以便为模糊的手写字符序列提供增加的解码精度。 在本发明的一个方面中,一种生成具有复合字符模型的手写识别系统的方法包括以下步骤:提供具有各个角色模型的初始手写识别系统; 收集和标注一组手写数据; 对准标签的笔迹数据集; 使用对齐的手写数据生成复合字符数据; 并用复合字符数据重新训练初始识别系统,以生成具有复合字符模型的新识别系统。 一旦这些复合字符模型被训练,它们可以用于准确地解码先前生成复合字符模型的模糊手写字符序列。 一旦识别,复合字符将扩展成包含复合字符的组成单个字符。