Fast subpixel displacement estimation for images using chirp transform algorithm

Hayato Iwata, M. Abe, M. Kawamata
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引用次数: 1

Abstract

This paper proposes a fast estimation method of subpixel displacement of images using the phase-only correlation with chirp transform algorithm. The subpixel displacement estimation using phase-only correlarion has high robustness and accuracy but requires high computational cost. The chirp transform is used to the subpixel displacement estimation to reduce the computational cost when the range of displacement to be estimated is limited to small area. The proposed method is applied to the displacement estimation of images, and is able to reduce computation time to 1/3 of that of a conventional method.
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基于chirp变换算法的图像快速亚像素位移估计
提出了一种基于相位相关和啁啾变换的图像亚像素位移快速估计方法。基于相位相关的亚像素位移估计具有较高的鲁棒性和精度,但计算成本较高。将啁啾变换应用到亚像素位移估计中,可以在估计位移范围很小的情况下减少计算量。该方法适用于图像的位移估计,计算时间仅为传统方法的1/3。
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