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The Seventh Australian and New Zealand Intelligent Information Systems Conference, 2001最新文献

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Off-line constrained vocabulary cursive script recognition using visible features 离线约束词汇草书识别使用可见的特征
B. Ho, G. Leedham
This paper presents a model for off-line cursive script recognition. The method proposed combines both analytical and holistic approaches to solve the problem of cursive script recognition. The emphasis is to create a fast and reliable model for recognition. The holistic approach of extracting feature is used with the analytical approach of segmenting and recognizing the first character. Pre-processing, feature extraction, classifier, and phrase recognition are explained and used in this system. Results from a test set of 1294 images are presented based on three different word recognition methods that are experimented. This system is being used as a system to sort mails that are directed overseas, however, it can also be used for other requirements like word spotting in unconstrained text.
提出了一种离线草书识别模型。该方法结合了分析和整体两种方法来解决草书识别问题。重点是建立一个快速可靠的识别模型。采用整体特征提取方法和分析方法对首字符进行分割和识别。对预处理、特征提取、分类器和短语识别进行了说明和应用。基于三种不同的单词识别方法,对1294张图像进行了测试。该系统被用作对寄往海外的邮件进行分类的系统,但是,它也可以用于其他需求,例如在不受约束的文本中查找单词。
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引用次数: 2
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The Seventh Australian and New Zealand Intelligent Information Systems Conference, 2001
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