期刊文献+

文档处理中背景字符的去除

Removing of Preprinted Characters in Document Image Processing
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摘要 识别域图像的提取是文档自动处理系统中一个重要的预处理过程。在实际应用中,用户填写的信息常常与版面中的框线和背景字符存在交叠现象,严重影响了系统的性能。本文提出了基于点边距离分析的背景字符去除算法。首先通过灰度图像匹配的方法精定位背景字符子图像;然后利用形态学方法结合笔画的宽度信息对背景字符子图像进行二值化;最后分析像素点到边界距离的变化确定需要填充的像素位置,并通过形态学方法计算像素的填充值。实验采用了真实票据图像中的日期域,实验结果表明本文的方法获得了基本令人满意的效果,背景字符像素被成功去除。 Extraction of recognition item is an important preprocess procedure in a Document image analysis system. In reality, user fill-in data usually cross or touch the preprinted lines and characters, creating tremendous problems for the recognition engines. In this paper, we proposed a practical preprinted character removing method. Image matching algorithm is applied to locate the position of the preprinted character, and then the character image is binarized by mathematical morphology method combing with stroke width information. Last, the preprinted character is removed based on the varying of stroke contours. Experiment results on real-life check images demonstrate the efficient of the proposed method.
出处 《计算机科学》 CSCD 北大核心 2006年第8期229-231,共3页 Computer Science
基金 电子信息产业发展基金(信部运[2003]446号)
关键词 图像处理 文档图像分析 图像匹配 二值化 数学形态学 Image processing, Document image analysis, Image matching, Binarization, Mathematical morphology
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参考文献9

  • 1Bin Yu, Jain A K. A generic system for form dropout. IEEE Trans. on Pattern Analysis and Machine Intelligence, 1996, 18(11): 1127-1134
  • 2Tseng Yi-Hong, Lee Hsi-Jian. Interfered-character recognition by removing interfering-lines and adjusting feature weights. In:Proc.Fourteenth Int. Conf. on Pattern Recognition, Brisbane, Qld.Australia, 1998. 1865-1867
  • 3张重阳,陈强,娄震,杨静宇.基于灰度图像的表格框线去除算法[J].计算机研究与发展,2005,42(4):635-639. 被引量:9
  • 4Liang S, Ahmadi M, Shridhar M. Segmentation of handwritten interference marks using multiple directional stroke planes and reformalized morphological approach. IEEE Trans Image Process,1997, 6(8):1195-1202
  • 5Ye Xiangyun,Cheriet M,Suen C Y. A generic method of cleaning and enhancing handwritten data from business forms. Document Analysis and Recognition, 2001, 4(2): 84-96
  • 6罗钟铉,刘成明.灰度图像匹配的快速算法[J].计算机辅助设计与图形学学报,2005,17(5):966-970. 被引量:72
  • 7孙远,周刚慧,赵立初,施鹏飞.灰度图像匹配的快速算法[J].上海交通大学学报,2000,34(5):702-704. 被引量:45
  • 8Otsu N. A threshold selection method from grey-level histograms. IEEE Trans. Sys. , Man, Cybern, 1978, 8:62-66
  • 9崔屹.图像处理与分析-数学形态学芳法及应用.北京:科学出版社,2000,4

二级参考文献21

  • 1Fuh Chioushann,Image Vision Computing J,1998年,16卷,9-10期,677页
  • 2Jia Xiaoguang,IEEE Trans Pattern Anal Machine Intell,1995年,17卷,12期,1167页
  • 3Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen, et al.Extraction of bankcheck items by mathematical morphology. J.Doc. Anal. Recognit., 1999, 2(2): 53~66.
  • 4Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. A generic method of cleaning and enhancing handwritten data from business forms. J. Doc. Anal. Recognit., 2001, 4(2): 84~96.
  • 5Bin Yu, Jain, A. K. A generic system for form dropout. IEEE Trans. Pattern Analysis and Machine Intelligence. 1996, 18(11): 1127~1134.
  • 6Jain-Shiue Chen, Din-Chang Tseng. Overlapped-character separation and reconstruction for table-form documents. Int'1 Conf. Image Processing, Lausanne, Switzerland, 1996.
  • 7J.M. Gloger. Use of the hough transform to separate merged text/graphics in forms. Int'l Conf. 11th IAPR, Hague,Netherlands, 1992.
  • 8S. Naoi, Y. Hotta, M. Yabuki, et al. Global interpolation in the segmentation of handwritten characters overlapping a border. The 1st Int'l Conf. Image Processing, Austin, TX, USA, 1994.
  • 9Yi-Hong Tseng, Hsi-Jian Lee. Interfered-character recognition by removing interfering-lines and adjusting feature weights.Fourteenth Int' l Conf. Pattern Recognition, Brisbane, Qld,Austrialia, 1998.
  • 10Jin-Yong Yoo, Min-Ki Kim, Sang Yong Ban, et al. Line removal and restoration of handwritten characters on the form documents.The 4th Int'l Conf. Document Analysis and Recognition, Ulm,Germany, 1997.

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