Phase Correlation Method for ITK

Bican, Jakub1*
1.Institute of Information Theory and Automation, Academy of Sciences of the Czech Republic
Abstract

Abstract

Phase Correlation Method (PCM or SPOMF - Symmetric Phase-Only Matched Filter) is a well known image registration method, that exploits Fourier Shift Theorem property of Fourier Transform. Even though it is limited to estimate only shifts between two images, it is very useful as it is robust to frequency-dependent noise and initial image overlap area. Furthermore, it evaluates very fast by way of two forward FFTs, one complex image division and one inverse FFT.

Keywords

phase correlation methodfourier transformimage registration
Manuscript
Source Code and Data

Source Code and Data

DocumentInsightArticle.cls4.1 KBInsightJournal.sty34.6 KBMakefile657 BPCM.bbl5.8 KBPCM.aux3.8 KBPCM.blg214 BPCM.brf929 BPCM.out348 BPCM.log31.5 KBPCM.pdf114.7 KBPCM.tex16.2 KBalgorithm.sty2.2 KBalgorithmic.sty5.4 KBamssymb.sty14.9 KBfancyhdr.sty14.4 KBfloatflt.sty10.8 KBfncychap.sty10.1 KBtimes.sty857 Bpcm.bib12 KBSourceBrainProtonDensitySliceBorder20.png17.5 KBBrainProtonDensitySliceShifted13x17y.png17.5 KBCMakeLists.txt3 KBIJMacros.txt3.1 KBPhaseCorrelationImageRegistrationMethodExample.cxx4.1 KBitkMaxPhaseCorrelationOptimizer.h3 KBitkMaxPhaseCorrelationOptimizer.txx2 KBitkPhaseCorrelationImageRegistrationMethod.h11.3 KBitkPhaseCorrelationImageRegistrationMethod.txx11.9 KBitkPhaseCorrelationImageRegistrationMethodImageSource.h4.3 KBitkPhaseCorrelationImageRegistrationMethodTest_1.cxx2.4 KBitkPhaseCorrelationImageRegistrationMethodTest_1.h6.7 KBitkPhaseCorrelationOperator.h5.9 KBitkPhaseCorrelationOperator.txx10.5 KBitkPhaseCorrelationOptimizer.h3.6 KBitkPhaseCorrelationOptimizer.txx2.5 KBitkPhaseCorrelationTests.cxx898 B

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