| 基于多尺度形态学的彩色图像滤波算法的研究 |
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| 引用本文： | 王慧玲,王浩,张岩.基于多尺度形态学的彩色图像滤波算法的研究[J].阜阳师范学院学报(自然科学版),2014(3):37-39. |
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| 作者姓名： | 王慧玲 王浩 张岩 |
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| 作者单位： | 阜阳师范学院 计算机与信息学院,安徽 阜阳,236037 |
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| 基金项目： | 安徽省高校自然科学研究项目，阜阳师范学院科研项目(2013KSLZX06、2014FSKJ10)资助。 |
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| 摘 要： | 图像去噪是图像预处理过程中非常重要的环节,其去噪效果的好坏直接影响图像分析。针对彩色图像噪声的特点,提出改进的多尺度的形态学滤波算法,将灰度形态学的滤波算法推广到彩色图像,实验结果表明,多尺度形态滤波算法在滤除彩色图像噪声的同时,也能保持彩色图像边缘的信息和色彩信息。
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| 关 键 词： | 高斯噪声 椒盐噪声 形态滤波 彩色图像 |
Research on color image filtering algorithm based on mathematical morphology |
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| WANG Hui-ling,WANG Hao,ZHANG Yan.Research on color image filtering algorithm based on mathematical morphology[J].Journal of Fuyang Teachers College:Natural Science,2014(3):37-39. |
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| Authors: | WANG Hui-ling WANG Hao ZHANG Yan |
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| Institution: | WANG Hui-ling;WANG Hao;ZHANG Yan;School of Computer and Information,Fuyang Teachers College; |
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| Abstract: | Image denoising is a very important part of image processing,and it directly influences the image analysis. According to the characteristics of color image noise,improved multi-scale morphological filtering algorithm was proposed,and it promoted the filtering algorithm of grayscale morphology to color images. The experimental results showed that multi-scale morphological filtering algorithm can filter the noise,and at the same time maintain the color image edge and color information. |
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| Keywords: | Gauss noise Salt and pepper noise Morphology filtering color image |
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