| 一种基于物体质心的图像自动化校准方法 |
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| 引用本文： | 郑鹏,郑可妮,施锡泉.一种基于物体质心的图像自动化校准方法[J].数学研究及应用,2019,39(6):619-632. |
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| 作者姓名： | 郑鹏 郑可妮 施锡泉 |
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| 作者单位： | 陕西理工大学数学与计算机学院, 陕西 汉中 723001,特拉华州立大学物理、工程、数学和计算机科学学院, 多佛 19901, 美国,特拉华州立大学物理、工程、数学和计算机科学学院, 多佛 19901, 美国 |
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| 基金项目： | 陕西省教育厅科研计划项目(Grant No.18JK0161),陕西理工大学校级科研项目(Grant No.SLGQD1807). |
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| 摘 要： | 图像校准是将任意相邻两图像都具有公共部分的一列图像合成一副全图的图像处理过程.而图像自动化校准的难点在于对一组图像公共部分特征信息的提取和自动匹配,尤其是自动匹配和图像校准的误差分析.本文基于放射变换不变性,给出了一种基于特征信息质心的自动匹配方法,与目前国际上主流特征提取和特征校准方法相比,本文方法较准确,且适用于卫星图片及一些MRI和CT 图片.本文方法的另一优点是具有线性计算复杂度.
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| 关 键 词： | 自动匹配 阀值函数 封闭边界提取矩阵 图像校准 |
| 收稿时间： | 2019/8/18 0:00:00 |
| 修稿时间： | 2019/10/25 0:00:00 |
A Centroid-Based Automatic Image Registration Method |
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| Peng ZHENG,Keni ZHENG and Xiquan SHI.A Centroid-Based Automatic Image Registration Method[J].Journal of Mathematical Research with Applications,2019,39(6):619-632. |
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| Authors: | Peng ZHENG Keni ZHENG and Xiquan SHI |
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| Institution: | School of Mathematics and Computer Science, Shaanxi University of Technology, Shaanxi 723001, P. R. China,Division of Physics, Engineering, Mathematics, and Computer Science, Delaware State University, Dover 19901, U. S. A. and Division of Physics, Engineering, Mathematics, and Computer Science, Delaware State University, Dover 19901, U. S. A. |
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| Abstract: | Image registration is a kind of image processing that merges a series of pictures, any two neighbors having a common part, into one global image. Together with the feature extracting, the most difficult work in automatic registration is how to efficiently match the common feature information in different images. Based on the invariant property of affine transform, a centroid-based method of automatic feature matching is presented in this paper. Compared with the current state-of-the-art methods, the method in this paper is more efficient for the testing images, including MRI, CT, and satellite images. Another advantage of the method in this paper is that it has a linear computational complexity. |
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| Keywords: | automatically matching threshold function closed boundary extracting matrix image registration |
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