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一种联机手写算术表达式识别系统

姜寒 刘长松 李士阳 邹燕明

姜寒, 刘长松, 李士阳, 邹燕明. 一种联机手写算术表达式识别系统[J]. 电子与信息学报, 2010, 32(5): 1126-1130. doi: 10.3724/SP.J.1146.2009.00549
引用本文: 姜寒, 刘长松, 李士阳, 邹燕明. 一种联机手写算术表达式识别系统[J]. 电子与信息学报, 2010, 32(5): 1126-1130. doi: 10.3724/SP.J.1146.2009.00549
Jiang Han, Liu Chang-song, Li Shi-yang, Zou Yan-ming. An On-line Handwritten Arithmetic Expression Recognition System[J]. Journal of Electronics & Information Technology, 2010, 32(5): 1126-1130. doi: 10.3724/SP.J.1146.2009.00549
Citation: Jiang Han, Liu Chang-song, Li Shi-yang, Zou Yan-ming. An On-line Handwritten Arithmetic Expression Recognition System[J]. Journal of Electronics & Information Technology, 2010, 32(5): 1126-1130. doi: 10.3724/SP.J.1146.2009.00549

一种联机手写算术表达式识别系统

doi: 10.3724/SP.J.1146.2009.00549

An On-line Handwritten Arithmetic Expression Recognition System

  • 摘要: 该文介绍了一个完整的联机手写算术表达式识别系统。在笔划分组与符号识别方面,采用预处理结合搜索的方法优化置信度函数;在结构分析方面,提出了一套全新的基于符号分级的算法,并利用三叉树这种数据结构存储识别结果。实验表明,对于书写较为整齐的算术表达式,此系统能够对较复杂的结构予以正确率较高的分析与识别。
  • Chan K F and Yeung D Y. Mathematical expression recognition: A survey [J]. International Journal on Document Analysis and Recognition, 2000. 3(1): 3-15.[2]Zabinni R and Blostein D. Recognizing mathematical expressions using tree transformation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence.2002, 24(11):1455-1467[3]Tapia E and Rojas R. Recognition of On-line Handwritten Mathematical Expressions Using a Minimum Spanning Tree Construction and Symbol Dominance[M]. Graphic Recognition. Berlin, Germany: Springer, 2004: 329-340.[4]Vuong B Q, Hui S C, and He Y. Progressive structural analysis for dynamic recognition of on-line handwritten mathematical expressions[J].IEEE Pattern Recognition Letters.2008, 29(5):647-655[5]Rhee T H and Kim J H. Efficient search strategy in structural analysis for handwritten mathematical expression recognition. [C]. 11th International Conference on Frontiers in Handwriting Recognition, 2008: 19-24.[6]虞瑾, 丁晓青. 联机手写公式中字符的切分与识别[J]. 电视技术, 2007, 1: 148-150.[7]Shi Y, Li H, and Soong F K. A unified framework for symbol segmentation and recognition of handwritten mathematical expressions[C]. International Conference on Document Analysis and Recognition. 2007, 2: 854-858.[8]Luo Z X, Shi Y, and Soong F K. Symbol graph based discriminative training and rescoring for improved math symbol recognition[C]. International Conference on Acoustics, Speech, and Signal Processing, 2008: 953-956.
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出版历程
  • 收稿日期:  2009-04-13
  • 修回日期:  2009-11-25
  • 刊出日期:  2010-05-19

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