Accurate multi-dimensional alignment

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

We present an algorithm for aligning rotated and translated volumes, which operates in the frequency domain. The Fourier domain allows us to compute the rotation and translation parameters separately, thus reducing a problem with six degrees of freedom to two problems of three degrees of freedom each. We propose a three-step procedure. The first step estimates the rotation axis, the second computes the planar rotation relative to the rotation axis, and the third recovers the translational displacement by using the phase correlation technique. By using the 3-D pseudo-polar FFT, the estimation of the rotation axis is shown to be algebraically accurate. Experimental results show that the algorithm is accurate and robust to noise.

Original languageEnglish
Title of host publicationIEEE International Conference on Image Processing 2005, ICIP 2005
PublisherIEEE Computer Society
Pages1049-1052
Number of pages4
ISBN (Print)0780391349, 9780780391345
DOIs
StatePublished - 2005
EventIEEE International Conference on Image Processing 2005, ICIP 2005 - Genova, Italy
Duration: 11 Sep 200514 Sep 2005

Publication series

NameProceedings - International Conference on Image Processing, ICIP
Volume3
ISSN (Print)1522-4880

Conference

ConferenceIEEE International Conference on Image Processing 2005, ICIP 2005
Country/TerritoryItaly
CityGenova
Period11/09/0514/09/05

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