期刊文献+

二值图像中基于连通集的滤波算法 被引量:5

A FILTERING ALGORITHM BASED ON CONNECTED AREA IN BINARY IMAGE
下载PDF
导出
摘要 根据OCR应用系统中二值图像应用的特点,介绍了一种利用连通性来去除二值图像中噪声的滤波算法,并与中值滤波和区域填充法进行了比较.试验表明,该方法在运行速度和去噪效果上都优于中值滤波和区域填充法,在该OCR系统的应用中具有很强的实用性. A new efficient approach about connected area for the removal of impulse noise is presented on the characteristic of binary image in the OCR application system. The results demonstrate that the proposed algorithm is particularly better than median - based filters and region fill filters in the speed and efficiency, which is useful to the application.
出处 《山东师范大学学报(自然科学版)》 CAS 2006年第2期27-29,共3页 Journal of Shandong Normal University(Natural Science)
关键词 二值图像 滤波 连通性 OCR binary image filters connected area optic character register
  • 相关文献

参考文献5

  • 1周长发.精能Visual C++图像编程[M].北京:电子工业出版社,2000
  • 2黄文涛,毕笃彦,毛柏鑫,马时平.一种基于噪声拓扑结构的滤波算法[J].中国图象图形学报,2005,10(9):1105-1111. 被引量:6
  • 3Yin L, Yang R, Gabbouj M. Weiighed median filters: A tutorial[J].IEEE Transactions on Circurts and System - Ⅱ: Analog and Signal Processing, 1996,43 (3) :613 - 624
  • 4Lin Homing,Wilson A N.Median filters with adaptive length[J].IEEE Transactions on Circurts and System,1988,35(6):82- 90
  • 5朱其刚.基于像素特征的路面裂缝图像自适应滤噪[J].山东师范大学学报(自然科学版),2005,20(3):37-39. 被引量:5

二级参考文献10

  • 1Nodes A, Gallagher N C. Median filters: Some modifications and their properties [ J ]. IEEE Transactions Acoustics Speech, Signal Processing, 1982, 30(5 ) : 739 - 746.
  • 2Yin L, Yang R, Gabbouj M. Weighted median filters: A tutorial[ J ]. IEEE Transactions on Circurts and Systems-Ⅱ : Analog and Signal Processing, 1996, 43(3) : 157 - 192.
  • 3Lin Ho-ming, Wilson A N. Median filters with adaptive length [ J ].IEEE Transactions on Circuits and System, 1988, 35 (6): 675- 690.
  • 4Sun Tong, Neuvo Y. Detail-preserving median based filters in image processing[ J ]. Pattern Recognition Letters, 1994, 15 (4) : 341- 347.
  • 5Geman S, Geman D. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images[ J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1984, 6(6): 721 -741.
  • 6Maragos P. A representation theory for morphological image and signal processing [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989, 11 (6) : 586 - 599.
  • 7Loupas T, McDicken W N, Allan P L.An Adaptive Weighted Median Filter for Speckle Suppression in Medical Ultrasonic Images [J]. IEEE Transactions on Circuits and Systems, 1989,36(1): 129~ 135.
  • 8Philippe Delagnes, Dominique Barba.A Markov Random Field for Rectilinear Structure Extraction in Pavement Distrss Image Analysis[J]. International Conference on Image Processing,IEEE Computer Society, 1995,1(10) :446 ~ 449.
  • 9Miyojim M, Cheng H D.Synthesized Images for Pattern Recognition[J].Pattern Recognition,1995,28(4):596~610.
  • 10高建贞,任明武,唐振民,杨静宇.路面裂缝的自动检测与识别[J].计算机工程,2003,29(2):149-150. 被引量:39

共引文献9

同被引文献20

引证文献5

二级引证文献16

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