| 模糊C-均值算法在彩色牛乳体细胞图像分割中的应用 |
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| 引用本文： | 冯梅芳,薛河儒,闫克裕.模糊C-均值算法在彩色牛乳体细胞图像分割中的应用[J].内蒙古大学学报(自然科学版),2009,40(3). |
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| 作者姓名： | 冯梅芳 薛河儒 闫克裕 |
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| 作者单位： | 1. 内蒙古农业大学机电工程学院,呼和浩特,010018
2. 内蒙古农业大学计算机与信息工程学院,呼和浩特,010018 |
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| 摘 要： | 图像分割是进行图像处理的基础,是图像工程技术中的一个重要问题.在分析了FCM算法的基础上,采用RB和G颜色值分别对彩色牛乳体细胞图像进行初分割,再对其分割结果利用融合技术进行二次分割,并与利用R、G和B三个颜色值方法进行比较,实验结果表明,二次分割方法不仅具有良好的分割效果,而且提高了分割速度.
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| 关 键 词： | 彩色图像 图像分割 FCM算法 融合 牛乳体细胞 |
Application of Fuzzy c-Means Algorithm in the Color Images Segmentation of Milk Somatic Cells |
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| FENG Mei-fang,XUE He-ru,YAN Ke-yu.Application of Fuzzy c-Means Algorithm in the Color Images Segmentation of Milk Somatic Cells[J].Acta Scientiarum Naturalium Universitatis Neimongol,2009,40(3). |
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| Authors: | FENG Mei-fang XUE He-ru YAN Ke-yu |
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| Institution: | 1.College of Mechanical and Electrical Engineering;Inner Mongolia Agricultural University;Hohhot 010018;China;2.College of Computer and Information Engineering;China |
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| Abstract: | Image segmentation is the basis of the image understanding,and one of the most important issues in the area of the image technique.Based on the analysis of FCM algorithm,milk somatic cell color images were preliminary segmented by the method using the RB color values and G color value respectively,and then the two preliminary results were second segmented with the image fusion technology.The final segmentation results were compared with that got by the method of using the R,G and B color values.The experime... |
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| Keywords: | color image image segmentation FCM algorithm merge milk somatic cell |
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