| 基于轮廓波变换的模糊聚类图像分割 |
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| 引用本文： | 李艳灵,魏涛.基于轮廓波变换的模糊聚类图像分割[J].信阳师范学院学报(自然科学版),2011,24(3):405-409. |
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| 作者姓名： | 李艳灵 魏涛 |
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| 作者单位： | 1. 信阳师范学院计算机与信息技术学院,河南信阳,464000
2. 河南工程学院计算机科学与工程系,河南郑州,451191 |
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| 基金项目： | 河南省高校科技创新人才计划项目，河南省科技计划项目，河南省高校青年骨干教师支持计划项目 |
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| 摘 要： | 提出基于轮廓波变换的模糊聚类图像分割算法,从变换域的角度提高传统聚类算法的抗噪声能力.首先用轮廓波变换对含噪声图像消嗓,然后再进行聚类图像分割.实验结果表明:新算法能够获得较好的图像分割效果和质量.
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| 关 键 词： | 图像分割 聚类 轮廓波变换 变换域 |
Fuzzy Clustering Image Segmentation Based on Contourlet Transform |
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| LI Yan-ling,WEI Tao.Fuzzy Clustering Image Segmentation Based on Contourlet Transform[J].Journal of Xinyang Teachers College(Natural Science Edition),2011,24(3):405-409. |
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| Authors: | LI Yan-ling WEI Tao |
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| Institution: | LI Yan-ling1,WEI Tao2(1.College of Computer and Information Technology,Xinyang Normal University,Xinyang 464000,China,2.Department of Computer Science and Engineering,Henan Institute of Engineering,Zhengzhou 451191,China) |
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| Abstract: | Fuzzy clustering image segmentation based on contourlet transform was proposed in this paper.The noise immunity performance of traditional clustering algorithm was improved from another angle by using contourlet transform.The image containing noise was firstly denoised by contourlet transform.Secondly,the denoising image was segmented by clustering algorithm.Experimental results show that better image segmentation result can be obtained by using this new algorithm. |
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| Keywords: | image segmentation clustering contourlet transform transform domain |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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