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Application of Phase Correlation Method in Image Matching Based on Edge Character
Xiao CM(肖传民); Ma TL(马天磊); Shi ZL(史泽林); Liu YP(刘云鹏)
作者部门光电信息技术研究室
会议名称2012 Third International Conference on Theoretical and Mathematical Foundations of Computer Science (ICTMF 2012)(2012年第三届计算机科学理论与数学基础国际学术研讨会ICTMF 2012)
会议日期December 1-2, 2012
会议地点Bali, Indonesia
会议主办者Information Engineering Research Institute
会议录名称2012 Third International Conference on Theoretical and Mathematical Foundations of Computer Science (ICTMF 2012)(2012年第三届计算机科学理论与数学基础国际学术研讨会ICTMF 2012)
出版者IERI
2012
页码926-931
产权排序1
ISBN号978-1-61275-051-4
关键词Edge Extraction Phase Correlation Fourier Transform Image Matching
摘要Combining the advantages of two image matching methods, the feature-based method and the phase correlation-based method, we propose a novel phase correlation approach making use of the image edges to achieve the spatial automatic target recognition. We extract the edges of images at first, then apply the normalized phase correlation, next work out the position of the maximum cross-power spectrum and finally conduct image matching to realize the automatic target recognition. Experiments show that the matching accuracy of the method that we proposed is superior to the traditional phase correlation method apparently and it can be adapted simultaneously to the infrared, the visible image matching. The method also has a strong ability to suppress some noises.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/10173
专题光电信息技术研究室
通讯作者Xiao CM(肖传民)
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Xiao CM,Ma TL,Shi ZL,et al. Application of Phase Correlation Method in Image Matching Based on Edge Character[C]//Information Engineering Research Institute:IERI,2012:926-931.
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