| 边缘保留的图像滤波方法 |
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| 引用本文： | 刘权,吴陈,潘舒,潘晓莉.边缘保留的图像滤波方法[J].微计算机信息,2007,23(9). |
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| 作者姓名： | 刘权 吴陈 潘舒 潘晓莉 |
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| 作者单位： | 212003,江苏镇江,江苏科技大学电子信息学院 |
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| 基金项目： | 江苏省教育厅自然科学基金 |
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| 摘 要： | 传统的高斯滤波在去除图像噪声的同时产生了边缘模糊的问题。本文通过对传统高斯滤波算法的改进,不仅考虑距离的影响,而且还考虑图像灰度值的影响。尤其是当邻域间像素的距离近并且灰度值相似时,则它们对结果有较大的影响。实验结果表明该方法在滤除图像噪声的同时又能保留图像边缘。
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| 关 键 词： | 图像滤波 高斯滤波 边缘保留 |
An Edge-Preserving Image Filter |
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| LIU QUAN,WU CHEN,PAN SHU,PAN XIAOLI.An Edge-Preserving Image Filter[J].Control & Automation,2007,23(9). |
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| Authors: | LIU QUAN WU CHEN PAN SHU PAN XIAOLI |
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| Affiliation: | LIU QUAN WU CHEN PAN SHU PAN XIAOLI |
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| Abstract: | While the traditional Gaussian Filter can reduce image noise;it may also blur image edges.This paper improves the traditional Gaussian filter by considering not only the spatial information,but also the range information of the image.Specifically,neighbors closer to and more similar to the pixel contribute more to the result.Experiments demonstrate that this method can preserve image edge well as well as reducing the noise. |
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| Keywords: | Image filter Gaussian filter Edge preserving |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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