局部相位相关用于图像亚像素级配准技术研究

王彩玲; 程勇; 赵春霞; 杨静宇

doi:10.11834/jig.20110305

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专辑

局部相位相关用于图像亚像素级配准技术研究
Robust subpixel image registration technique based on local phase correlation
2011年16卷第3期页码：427-432
网络出版：2011-04-01，

纸质出版：2011
DOI： 10.11834/jig.20110305
稿件说明：

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王彩玲, 程勇, 赵春霞, 杨静宇. 局部相位相关用于图像亚像素级配准技术研究[J]. 中国图象图形学报, 2011,16(3):427-432. DOI： 10.11834/jig.20110305.

Robust subpixel image registration technique based on local phase correlation[J]. Journal of Image and Graphics, 2011, 16(3): 427-432. DOI： 10.11834/jig.20110305.

摘要

提出了一种基于局部相位相关的高效和鲁棒的亚像素级图像配准方法。通过传统的相位相关算法估计出初始平移参数后，在初始位置的引导下对互相关功率谱进行上采样矩阵Fourier变换，实现了图像局部相位相关，得到图像间亚像素级平移参数。实验结果表明，算法配准精度较高，且对随机噪声和光照变化具有较强的鲁棒性。

Abstract

An efficient and robust subpixel image registration method based on Local Phase Correlation (LPC) is developed in this paper. After estimating the initial translation by the traditional Phase Correlation (PC) method

the initial estimation is refined by the upsampling matrix Fourier transform of cross-correlation power spectrum. Then the translation is tuned by the refinement to achieve subpixel registration. Experiments on various image pairs show that the LPC method achieves higher registration precision

and immunes to random noise and illumination variation.