| 图像平滑算法的研究与改进 |
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| 引用本文： | 韩宝立,刘杨涛.图像平滑算法的研究与改进[J].数字社区&智能家居,2009(30). |
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| 作者姓名： | 韩宝立 刘杨涛 |
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| 作者单位： | 同济大学软件学院;河南南阳市安全生产监督管理局;南阳理工学院软件学院; |
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| 摘 要： | 图像平滑作为去除图像中含有噪声的图像增强处理技术,是各种与图像有关软件中必不可少的功能模块。文中在分析噪声模型的基础上,对均值平滑、中值平滑、边缘保持平滑等技术从图像处理空间域中的算法原理、实现方法及效率等方面进行了详细比较。针对图像中含有的不同噪声模型,通过多次试验,得出了值得从事图像处理研究者参考的结论。这将有助于提高图像处理软件开发的效率。
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| 关 键 词： | 图像平滑 高斯噪声 椒盐噪声 均值平滑 中值平滑 边缘保持平滑 |
Research and Improvement of the Image Smoothing Algorithm |
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| HAN Bao-li,LIU Yang-tao.Research and Improvement of the Image Smoothing Algorithm[J].Digital Community & Smart Home,2009(30). |
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| Authors: | HAN Bao-li LIU Yang-tao |
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| Affiliation: | HAN Bao-li1,2,LIU Yang-tao3 (1.School of Software Engineering,Tongji University,Shanghai 201804,China,2. The Production Safety Supervision , Administration Bureau of Nanyang,Nanyang 473004,3. School of software,Nanyang Institute of Technology,China) |
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| Abstract: | Image smoothing,as a method of removing the noise contained in image and image enhancement processing,is very important function modules related various essential image processing software. In this paper,By analyzing the noise models,algorithm theories and methods and efficiency of implementation within the image processing spatial domain were carried out in detailed comparison. To various noise models in the image processing,from plenty of tests,the useful conclusions was drawn to researchers who engaged i... |
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| Keywords: | image smoothing gaussian noise spiced salt noise mean smoothing median smoothing edge-preserving smoothing |
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