| 一种基于Laplacian矩阵的图像匹配算法 |
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| 引用本文： | 梁栋,童强,王年,鲍文霞,屈磊. 一种基于Laplacian矩阵的图像匹配算法[J]. 计算机工程与应用, 2005, 41(36): 31-32,38 |
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| 作者姓名： | 梁栋 童强 王年 鲍文霞 屈磊 |
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| 作者单位： | 安徽大学,计算机智能与信号处理教育部重点实验室,合肥,230039;安徽大学电子科学与技术学院,合肥,230039 |
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| 基金项目： | 国家自然科学基金资助项目（编号：60473102）;安徽大学211工程学术创新团队资助 |
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| 摘 要： | 文章提出了一种基于Laplacian矩阵的图像特征匹配算法。首先分别构造两幅图像特征点集的Laplacian矩阵,并对这两个矩阵进行奇异值分解(SVD),然后利用分解的结果构造出一个反应特征点之间匹配程度的关系矩阵,最后根据关系矩阵实现两幅图像的特征点匹配。大量实验结果表明,该文所提出的算法具有较高的匹配精度。
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| 关 键 词： | Laplacian矩阵 图像匹配 计算机视觉 |
| 文章编号： | 1002-8331-（2005）36-0031-02 |
| 收稿时间： | 2005-07-01 |
| 修稿时间： | 2005-07-01 |
A Laplacian Matrix Based Algorithm for Image Matching |
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| Liang Dong,Tong Qiang,Wang Nian,Bao Wenxia,Qu Lei. A Laplacian Matrix Based Algorithm for Image Matching[J]. Computer Engineering and Applications, 2005, 41(36): 31-32,38 |
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| Authors: | Liang Dong Tong Qiang Wang Nian Bao Wenxia Qu Lei |
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| Abstract: | A Laplacian matrix based algorithm for image matching is proposed in the paper.First,the Laplacian matrixes of the feature point sets of the two images are constructed and decomposed by SVD respectively.Then a relation matrix which denotes the matching degree among feature points is constructed by the result of the decomposition.Finally,the matching feature points of the two images are obtained according to the relation matrixes.Experimental results indicate that the algorithm in the paper has the higher precision of matching. |
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| Keywords: | Laplacian matrix image matching computer vision |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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