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High-accuracy sub-pixel motion estimation from noisy images in Fourier domain

Ren, Jinchang and Jiang, J. and Vlachos, T. (2010) High-accuracy sub-pixel motion estimation from noisy images in Fourier domain. IEEE Transactions on Image Processing, 19 (5). pp. 1379-1384. ISSN 1057-7149

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Abstract

In this paper, we propose a new method for estimating subpixel motion via exploiting the principle of phase correlation in the Fourier domain. The method is based on linear weighting of the height of the main peak on the one hand and the difference between its two neighboring side-peaks on the other. Using both synthetic and real data we show that the proposed method outperforms many established approaches and achieves improved accuracy even in the presence of noisy samples.

Item type: Article
ID code: 29259
Keywords: fourier analysis, image resolution, image sampling, Electronic computers. Computer science, Computer Graphics and Computer-Aided Design, Software
Subjects: Science > Mathematics > Electronic computers. Computer science
Department: Faculty of Engineering > Electronic and Electrical Engineering
Depositing user: Pure Administrator
Date Deposited: 16 Mar 2011 14:33
Last modified: 21 May 2015 13:04
Related URLs:
URI: http://strathprints.strath.ac.uk/id/eprint/29259

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