| 一个基于相邻像素兼容度的模糊加权平均滤波器 |
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| 引用本文： | 余庆军,谢胜利.一个基于相邻像素兼容度的模糊加权平均滤波器[J].通信学报,2003,24(12):1-8. |
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| 作者姓名： | 余庆军 谢胜利 |
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| 作者单位： | 华南理工大学,无线电与自动控制研究所,广东,广州,510640 |
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| 基金项目： | 国家自然科学基金(60274006)，广东省自然科学重点基金(990892)，教育部重点科研基金(02152) |
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| 摘 要： | 在文献1]的基础上，提出几个改进的模糊加权平均滤波器。本文的方案不仅同时考虑了相邻像素对中心像素的兼容性以及中心像素对相邻像素的兼容性，而且还考虑到了权系数对局部环境的适应性。实验结果表明，该方法相比文献1]中的模糊加权平均滤波器以及标准的均值滤波器、中值滤波器在噪声消除与边缘保留方面具有更好的性能。
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| 关 键 词： | 图像平滑 隶属度函数 兼容度 模糊加权平均滤波器 |
| 文章编号： | 1000-436X(2003)12-0001-08 |
| 修稿时间： | 2002年6月25日 |
A fuzzy weighted mean filter based on the degrees of compatibility between the neighboring pixels |
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| YU Qing-jun,XIE Sheng-li.A fuzzy weighted mean filter based on the degrees of compatibility between the neighboring pixels[J].Journal on Communications,2003,24(12):1-8. |
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| Authors: | YU Qing-jun XIE Sheng-li |
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| Abstract: | We propose some modified fuzzy weighted filters based on reference1]. Our scheme not only considers the compatibility of neighboring pixels with respect to the center pixel and the compatibi lity of the center pixel with respect to neighboring pixels at the same time, but also considers the adaptivity of the weighted coefficient according to the local environment. The experiment results show that this method is compared with those of other standard techniques in the respect of noise removal and edge preservation in the process of image smoothing. |
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| Keywords: | image smoothing membership function degree of compatibility fuzzy weighted average filter |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
