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抗噪形态学边缘检测新算子
A new algorithm of morphology in edge detection to resist the noise
【摘要】 提出了一种基于抗噪形态学算子的新算法。该算法大大增强抗噪形态学算子的抗噪能力,并且实现对同时混有椒盐噪声和高斯噪声的图像进行噪声滤除。实验过程中使用仅含噪声的图像进行算子的仿真,使结果更清晰、直观。实验结果表明,该算子有良好的抗噪能力,对噪声的大小和浓度要求都比较小,鲁棒性较强。
【Abstract】 This paper presents a new algorithm of morphology in edge detection.The algorithm enhanced the ability of suppressing the noise,and realized filtering both the noise of gaussian and spiced salt of the same picture.The algorithm and other methods were simulated with the picture with the noise only,which made it easier and clearer to observe.The results show that the new algorithm has sound effects on noise resisting,and size and concentration of noise demand is small.It is more adaptable.
【基金】 国家重点基础研究发展规划项目(2010CB950603);国家自然科学基金项目(40971202);国家自然科学基金项目(41001209);公益性行业(气象)科研专项(GYHY201006042);欧盟项目CEOP-AEGIS(FP7-ENV-2007-1Grant nr.212921)
- 【文献出处】 信息技术 ,Information Technology , 编辑部邮箱 ,2012年03期
- 【分类号】TP391.41
- 【被引频次】28
- 【下载频次】185