• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2008, Vol. 30 ›› Issue (11): 25-27.

• 论文 • 上一篇    下一篇

椒盐噪声下图像直方图的行为

蔡利栋   

  • 出版日期:2008-11-01 发布日期:2010-05-19

  • Online:2008-11-01 Published:2010-05-19

摘要:

重获噪声图像的原始直方图有助于确定像素的原始灰度值。本文讨论了脉冲噪声下图像直方图的行为,给出了由噪声图像直方图直接或近似估计原始图像直方图的公式,表明  了公式的收敛性,并作了仿真验证。结果成功地应用于高椒盐噪声图像的恢复问题。

关键词: 椒盐噪声 原始直方图估计 收敛性 高噪声率

Abstract:

It is helpful to retrieve the original histogram of an image for its recovery from pulse noise. In this paper,the behavior of image histogram under pulse noise is described, a direct or approximate estimation of the original image histogram from its noisy versions is formulated, the convergence issue  is presented and then verified with a simulation, resulting to a successful restoration of images with a high rate of pepper-and-salt noise.

Key words: pepper-and-salt noise;original histogram estimation~convergence, high rate of noise