| 基于HIS空间的快速模糊C-均值彩色图像分割 |
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| 引用本文： | 王婷婷,侯德文.基于HIS空间的快速模糊C-均值彩色图像分割[J].山东师范大学学报(自然科学版),2013(2):28-32. |
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| 作者姓名： | 王婷婷 侯德文 |
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| 作者单位： | 山东师范大学信息科学与工程学院,济南250014 |
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| 摘 要： | 提出了一种基于HIS空间的快速模糊C-均值的彩色图像分割方法．首先将彩色图像由RGB转换为HIS，根据H分量和，分量分别计算出每个像素的4个隶属度，然后把H分量和I分量的一个隶属度结合形成一个二维特征矢量，最后对二维矢量进行快速模糊C-均值聚类得到最终的图像分割结果．
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| 关 键 词： | HIS 快速模糊C-均值 彩色图像分割 |
COLOR IMAGE SEGMENTATION ALGORITHM BASED ON FAST FUZZY C- MEANS CLUSTERING IN HIS SPACE |
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| Wang Tingting Hou Dewen.COLOR IMAGE SEGMENTATION ALGORITHM BASED ON FAST FUZZY C- MEANS CLUSTERING IN HIS SPACE[J].Journal of Shandong Normal University(Natural Science),2013(2):28-32. |
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| Authors: | Wang Tingting Hou Dewen |
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| Institution: | Wang Tingting Hou Dewen ( School of Information Science and Engineering,Shandong Normal University, 250014,Jinan, China ) |
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| Abstract: | A segmentation method of color image based on fast fuzzy C - means in HIS color space is proposed in this paper. Firstly, the color image is transformed to HIS from RGB, four membership degrees of each pixel are calculated from the H component and I component, secondly, based on combination of membership degree, a two -dimensional feature vector is produced, which is processed with the fast fuzzy C - means to obtain the final color image segmentation results. |
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| Keywords: | HIS fast fuzzy C -means color image segmentation |
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