| 粘连蚕卵图像分离算法研究 |
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| 引用本文： | 魏瑾,韩斌,张其亮.粘连蚕卵图像分离算法研究[J].江苏科技大学学报(社会科学版),2006,20(1):46-50. |
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| 作者姓名： | 魏瑾 韩斌 张其亮 |
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| 作者单位： | 江苏科技大学电子信息学院 江苏镇江212003 |
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| 摘 要： | 针对蚕卵图像中存在的粘连或者部分重叠现象,本文提出了一种新的分离方法。该方法先采用模糊C均值聚类算法将蚕卵图像从背景中分割,然后采用模糊距离变换得到模糊距离图像,最后使用分水岭算法将粘连或者部分重叠蚕卵分离。实验证明,此法能够将粘连颗粒物图像有效分离。
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| 关 键 词： | 图像分割 模糊C均值聚类算法 模糊距离变换 分水岭算法 |
| 文章编号： | 1673-4807(2006)01-0046-05 |
| 修稿时间： | 2005年4月5日 |
Study on Separating Algorithm for Overlapping Silkworm Ovum Image |
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| WEI Jin,HAN Bin,ZHANG Qiliang.Study on Separating Algorithm for Overlapping Silkworm Ovum Image[J].Journal of Jiangsu University of Science and Technology:Natural Science Edition,2006,20(1):46-50. |
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| Authors: | WEI Jin HAN Bin ZHANG Qiliang |
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| Abstract: | In the actual silkworm ovum image,there are always conglutination or overlapping.Aimed at this phenomenon,a new algorithm used to separate the overlapping silkworm ovum is introduced.Firstly,a fuzzy C-means algorithm is developed to divide the silkworm ovum from the image.Then the fuzzy distance transform is applied to obtain the fuzzy distance image.Finally,the watershed algorithm is used to separate the conglutinant or overlapped silkworm ovum.Experimental results show that this method has a high performance in segmenting the conglutinant silkworm ovum.It is also applicable for the separation of all kinds of overlapping granule images. |
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| Keywords: | image segmentation fuzzy C-means clustering algorithm fuzzy distance transform watershed algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
