东北大学学报（自然科学版）

东北大学学报(自然科学版) ›› 2010, Vol. 31 ›› Issue (5): 717-720.DOI: -

• 论著 • 上一篇    下一篇

基于阈值法的带钢表面缺陷图像脉冲噪声去除

颜云辉;彭怡书;宋克臣;刘伟嵬;   

  1. 东北大学机械工程与自动化学院;东北大学轧制技术及连轧自动化国家重点实验室;
  • 收稿日期:2013-06-20 修回日期:2013-06-20 出版日期:2010-05-15 发布日期:2013-06-20
  • 通讯作者: -
  • 作者简介:-
  • 基金资助:
    国家自然科学基金资助项目(50574019);;

Removing impulse noise from surface defect images of steel strip based on threshold theory

Yan, Yun-Hui (1); Peng, Yi-Shu (1); Song, Ke-Chen (1); Liu, Wei-Wei (2)   

  1. (1) School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110004, China; (2) State Key Laboratory of Rolling and Automation, Northeastern University, Shenyang 110004, China
  • Received:2013-06-20 Revised:2013-06-20 Online:2010-05-15 Published:2013-06-20
  • Contact: Peng, Y.-S.
  • About author:-
  • Supported by:
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摘要： 在板带钢表面缺陷图像脉冲噪声去除的研究中,结合脉冲噪声的特点以及带钢表面缺陷图像的特点,提出了一种基于阈值的开关中值滤波方法.该方法通过设定阈值判断滤波窗口中心像素点是否为噪声点,并对噪声点进行中值滤波.通过大量的仿真实验证明该方法简单可行,在噪声去除和保护细节方面都取得了明显优于传统滤波方法的效果,而且在噪声污染不太大的情况下具有普遍适用性,有一定的工程应用价值,且研究过程也体现了对图像进行考察的重要性.

关键词: 板带钢, 表面缺陷, 阈值, 脉冲去噪, 中值滤波

Abstract: To remove the impulse noise from surface defect images of strip steel, a threshold-based method of switching median filtering is presented according to the characteristics of impulse noise and surface defect images of strip steel. In the method, whether the central pixel point in the filter window is a noise point is determined by setting the threshold data, then the median filtering process is done for the noise point. Lots of simulation results showed that the method is simple and applicable, and it is evidently better than other conventional filtering methods for removing details kept up. The method has a wide applicability to low noise pollution and is available to engineering applications. It was also found that the inspection of images and relevant details are of importance to several technological processes.

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