| 基于直觉模糊距离的图像配准算法 |
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| 引用本文： | 鲁珊,雷英杰,孔韦韦,雷阳.基于直觉模糊距离的图像配准算法[J].控制与决策,2011,26(11):1670-1674. |
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| 作者姓名： | 鲁珊 雷英杰 孔韦韦 雷阳 |
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| 作者单位： | 空军工程大学导弹学院,陕西三原,713800 |
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| 基金项目： | 国家自然科学基金项目(60773209) |
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| 摘 要： | 提出一种基于直觉模糊距离的特征匹配算法.首先,从基准图像和待配准图像中提取特征,并将其直觉模糊化;然后,定义特征间的直觉模糊度量方法,从相似程度和不相似程度2个方面对直觉模糊集间距离进行计算;最后,利用直觉模糊集的排序方法解决特征匹配问题,通过构建匹配矩阵实现特征的匹配.实验表明,所提出的基于直觉模糊集的图像配准方法是有效的.
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| 关 键 词： | 图像配准 直觉模糊 特征匹配 相似性测度 |
| 收稿时间： | 2010/6/2 0:00:00 |
| 修稿时间： | 2011/1/4 0:00:00 |
Image registration algorithm based on intuitionistic fuzzy distance |
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| LU Shan,LEI Ying-jie,KONG Wei-wei,LEI Yang.Image registration algorithm based on intuitionistic fuzzy distance[J].Control and Decision,2011,26(11):1670-1674. |
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| Authors: | LU Shan LEI Ying-jie KONG Wei-wei LEI Yang |
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| Affiliation: | LU Shan,LEI Ying-jie,KONG Wei-wei,LEI Yang(Missile Institute,Air Force Engineering University,Sanyuan 713800,China.) |
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| Abstract: | A feature matching strategy based on intuitionistic fuzzy distance is developed.Firstly,the feature extracted from the reference and sense image is turned to intuitionistic fuzzy sets.And the method of IFS measurement is defined,which includes the similar measurement and the dissimilar one.Then the problem of feature matching is solved by using the taxis of intuitionistic fuzzy sets.Finally,the matching matrix is constructed to realize the feature matching.Experiments show the good performance of image regi... |
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| Keywords: | image registration intuitionistic fuzzy sets feature matching similarity measure |
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