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Efficient subpixel image registration algorithms

2008; Optica Publishing Group; Volume: 33; Issue: 2 Linguagem: Inglês

10.1364/ol.33.000156

1539-4794

Manuel Guizar‐Sicairos, Samuel T. Thurman, James R. Fienup,

Particle Detector Development and Performance

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.