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Opt Lett. 2008 Jan 15;33(2):156-8.

Efficient subpixel image registration algorithms.

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  • 1The Institute of Optics, University of Rochester, Rochester, New York, 14627, USA.

Abstract

Three new algorithms for 2D translation image registration to within a small fraction of a pixel that use nonlinear optimization and matrix-multiply discrete Fourier transforms are compared. These algorithms can achieve registration with an accuracy equivalent to that of the conventional fast Fourier transform upsampling approach in a small fraction of the computation time and with greatly reduced memory requirements. Their accuracy and computation time are compared for the purpose of evaluating a translation-invariant error metric.

PMID:
18197224
[PubMed]
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