期刊文献+

表格标签字符识别预处理算法的设计与实现

The Preprocessing Algorithm Design and Implementation on Label Character Recognition with Table
下载PDF
导出
摘要 针对带表格的标签图像中,表格与字符产生交叠的问题,本文设计了一种带表格的标签字符识别的预处理算法。采用Hough变换的方法对图像进行倾斜矫正;粗定位与精确定位相结合的两步定位方法对带表格的字符区域进行准确定位,在去除表格框线后恢复出框线和笔画的原始交叠区域,定位到带遮挡的字符区域;用垂直投影的方法对字符进行分割。实验结果证明,该算法能够应用于标签字符识别系统中,可很好的满足系统对实时性和稳定性的要求。 Form tags associated with the image,table and character overlapping problems, in this paper,we design a label character recognition preprocessing algorithm with form. Adopt the method of Hough transform for tilt correction;Combining coarse location and accurate positioning method of the positioning of the two steps with form accurate positioning, character areas in which the frame line removal form after recovering the original overlapping area of the frame lines and strokes,and character positioning to take shade,By the method of vertical projection character segmentation.The experimental results show that the algorithm can be applied to the TAB character recognition system,it can well meet the system requirements for real-time and stability.
出处 《可编程控制器与工厂自动化(PLC FA)》 2013年第4期74-76,共3页 Programmable controller & Factory Automation(PLC & FA)
关键词 表格字符 预处理算法 倾斜矫正 两步定位 垂直投影 Form character The pretreatment algorithm Tilt correction Two step positioning Vertical projection
  • 相关文献

参考文献8

二级参考文献9

  • 1陆恩诞,陆锋,袁晓辉.用神经网络进行车牌定位的研究[J].南京理工大学学报,2002,26(S1):104-108. 被引量:8
  • 2徐建华.图象处理与分析[M].北京:科学出版社,1992..
  • 3刘今晖.印刷表格自动输入数据库的研究与实现.硕士学位论文[M].清华大学,1992..
  • 4Cheng H D, Chen J R, Li Jiguang. Threshold selection based on fuzzy c-partition entropy approach[J]. Pattern Recognition, 1998, 31(7): 857-870.
  • 5Ballard D H Generalizing the hough transform to detect arbitrary shapes, Pattern Recognition, 1981.13(4):111-122.
  • 6Zheng Qinfen, Rama Chellappa. A computational vision approach to image registration. IEEE Trans. Image Processing,1993,2(3) :311-325.
  • 7Li Ze-Nian. On edge preservation in multiresolution images.CVGIP. 1992,54(6) :461-472.
  • 8杨威,张田文,师海峰.一种用于二值图象分割的快速聚类算法[J].计算机研究与发展,1998,35(8):719-723. 被引量:22
  • 9张引,潘云鹤.彩色汽车图象牌照定位新方法[J].中国图象图形学报(A辑),2001,6(4):374-377. 被引量:124

共引文献163

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部