| 基于图论的Normalized Cut图像分割方法研究 |
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| 引用本文： | 杨宇鹏,赵卫东,王志成,陈刚.基于图论的Normalized Cut图像分割方法研究[J].计算机与现代化,2010(1):113-116. |
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| 作者姓名： | 杨宇鹏 赵卫东 王志成 陈刚 |
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| 作者单位： | 同济大学企业数字化技术教育部工程研究中心,上海,200092 |
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| 基金项目： | 同济大学青年优秀人才培养行动计划基金资助项目(0800219049);;广东省教育部产学研资助项目(2007A090302094) |
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| 摘 要： | 基于图论的图像分割是近年来国际上研究图像分割算法领域中一个新的热点研究方向,Normalized Cut（规一化分割）是基于图论的分割方法中比较典型的一种。本文介绍Normalized Cut方法的相关内容,分析它的优缺点并提出几种有效的改进方法。最后,实验显示Normalized Cut在特定图片的分割上取得了不错的效果。
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| 关 键 词： | 图像分割 图论 规一化分割 Nystrom方法 |
Research on Graph-based Normalized Cut Image Segmentation Method |
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| YANG Yu-peng,ZHAO Wei-dong,WANG Zhi-cheng,CHEN Gang.Research on Graph-based Normalized Cut Image Segmentation Method[J].Computer and Modernization,2010(1):113-116. |
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| Authors: | YANG Yu-peng ZHAO Wei-dong WANG Zhi-cheng CHEN Gang |
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| Affiliation: | Engineering Research Center for Enterprise Digital Technology/a>;Ministry of Education/a>;Tongji University/a>;Shanghai 200092/a>;China |
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| Abstract: | Graph-based image segmentation method is newly developing technique in recent years.Normalized cut is one of typically graph-based segmentation methods.This paper introduces correlative content of normalized cut,analyzes advantages and disadvantages of it,and proposes some efficiently solutions for improving.Finally,experimental results show that good result of segmentation can be obtained by the normalized cut algorithm. |
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| Keywords: | image segmentation graph theoretic normalized cut Nystrom method |
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