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基于语法、语义信息的银行票据二值化算法的构造
The Constructing of Binarization Algorithms for Financial Document Based on Syntactic and Semantic Information
【Author】 Xu Weiran Zhang Honggang Guo Jun Beijing University of Posts & Telecom, Beijing, 100876
【机构】 北京邮电大学信息工程学院;
【摘要】 针对特定类别的图像,如何构造一种可以给出符合人类认识标准的处理结果的分割算法是很有意义的问题。本文提出一种把人类掌握的语法、语义信息对应关系转变成机器可以利用的用灰度分布特性表示的对应关系,从而构造出针对特定类别图像的二值化算法的可行思路。基于该思路,本文实际构造了几种针对不同银行票据图像的二值化算法。实验证明本文的方法简单而有效。
【Abstract】 How to construct special segmentation algorithms for particular kind of image which can give us a result that coincides with human’s understanding is a meaning work. A new pattern about constructing segmentation algorithms is put forward in this paper. First, we turn the corresponding relationship between syntactic information and semantic information that exists in humankind’s brain into the corresponding relationship that uses image’s features to denote. Then, we can construct a suitable segmentation algorithm. Based on this idea, several simple and effectual algorithms aimed at different kinds of financial document are practically constructed. Experiments show that our method is efficacious and simple.
【Key words】 Image segmentation; Binarization; Chinese character recognition; Algorithm construcing; Syntactic information; Semantic information;
- 【会议录名称】 2001年中国智能自动化会议论文集(下册)
- 【会议名称】2001年中国智能自动化会议
- 【会议时间】2001-08
- 【会议地点】中国云南昆明
- 【分类号】TP391.41
- 【主办单位】中国自动化学会智能自动化专业委员会、昆明船舶设备集团公司、云南自动化学会、中国人工智能学会计算机视觉及智能控制学会、IEEE控制系统学会北京分会、中国自动化学会机器人竞赛工作委员会