期刊文献+

基于连通域的版面分割研究 被引量:3

Page Segmentation Research Based on Connective Region
下载PDF
导出
摘要 版面分割是OCR(光学字符识别 )系统的重要组成部分 ,在将印刷文档转换为电子文档的过程中是必不可少的。该文对基于连通域的版面分割方法进行研究 ,首先用动态聚类法选取模糊阈值 ;然后对文档图像进行模糊处理 ,形成大的连通区域 ;再根据连通域的位置关系等分割出文档的各个分栏。实验表明 ,该方法对于简单的矩形版面及复杂的版面 ,例如 ,非Manhattan版面等都能较好地分割。 Page segmentation is an important part of optical character recognition (OCR) system,it is a necessary step in the process of transforming printed documents to electronic version.This paper proposed a page segmentation based on connective region.First,a dynamic clustering method was used to get the smearing value,then the image was smeared to get large connective regions,and the region position information was used to get the segmentation result.Experiments show the method can be efficiently used in both simple rectangle layout and other complex layout such as non Manhattan layout.
出处 《南京理工大学学报》 EI CAS CSCD 北大核心 2003年第1期16-19,共4页 Journal of Nanjing University of Science and Technology
关键词 连通域 动态聚类法 版面分割 图像处理 光学字符识别 OCR connective region,dynamic clustering method,page segmentation
  • 相关文献

参考文献5

  • 1Baird H S.Background structure in document images[J].International Journal of Pattern Recognition and Artificial Intelligence,1994,8:1 013~1 030.
  • 2王海琴,戴汝为.基于投影和递归的版面理解算法[J].模式识别与人工智能,1997,10(2):118-126. 被引量:18
  • 3Jain A K,Bin Y.Document representation and its application to page decomposition[J].Pattern Recognition and Machine Intelligence,1998,20(3):294~308.
  • 4Adnan A,Ricky S.Page segmentation and classification utilizing bottom-up approach[J].International Journal of Image and Graphics,2001,1(2):345~361.
  • 5Pavlidis T,Zhou J.Page segmentation and classification[J].Graphical Models and Image Processing,1992,54:484~496.

二级参考文献3

  • 1郭宝兰,计算机世界,1992年,10期,14页
  • 2Tang Y Y,Proc 1st ICDAR,1991年
  • 3傅京孙,模式识别及其应用,1983年

共引文献17

同被引文献24

  • 1华顺刚,逄岭,欧宗瑛.特征点提取及视图变形技术研究[J].大连理工大学学报,2004,44(5):674-680. 被引量:2
  • 2李峰,徐诚,任国全,高经纬.基于数学形态学的铁谱磨粒图像分割研究[J].南京理工大学学报,2005,29(1):70-72. 被引量:9
  • 3焦玉龙,罗秀娟,马健康.一种凹凸边界上特征点的提取方法[J].光子学报,2006,35(2):312-315. 被引量:10
  • 4李庆峰,付忠良,刘琴.一种高效的倾斜图像校正方法[J].计算机工程,2006,32(21):194-196. 被引量:14
  • 5Sato T,Smith M,Satoh S,et al. Indexing digital news libraries by recognition of superimposed captions[J]. ACM Multimedia Systems Special Issue on Video Libraries, 1999,7(5):385-395.
  • 6SHEN Qinghua,LI Shutao,James K. Page segmentation using mathematical morphology[C]//Proc, of 2005 International Symposium on intelligent Signal Processing and Communication Systems. Hong Kong:[s.n.], 2005.
  • 7Palaiahnakote S,HUANG Weihua,Tan ChewLim. Efficient video text detection using edge features[C]//19th International Conference on Pattern Recognition. Tampa,FL:[s.n.], 2008.
  • 8LI Sun,LIU Guizhong,QIAN Xueming,et al. A novel text detection and localization method based on corner response[C]// IEEE International Conference on Multimedia and Expo. New York:[s.n.], 2009.
  • 9Jaakko S,Matti P. Page segmentation and classification using fast feature extraction and connectivity analysis[C]//Proc. of the 3rd International Conference on Document Analysis and Recognition. Montreal Que.,Canada:[s.n.], 1995.
  • 10Ostu N. A threshold selection method from gray-level histogram[J]. IEEE Transactions on Systems,Man and Cybernetics Society, 1979,9(1):62-66.

引证文献3

二级引证文献10

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