CUED Publications database

Efficient registration of nonrigid 3-D bodies

Chen, H and Kingsbury, N (2012) Efficient registration of nonrigid 3-D bodies. IEEE Transactions on Image Processing, 21. pp. 262-272. ISSN 1057-7149

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Abstract

We present a novel method to perform an accurate registration of 3-D nonrigid bodies by using phase-shift properties of the dual-tree complex wavelet transform (DT-CWT). Since the phases of DT-\BBCWT coefficients change approximately linearly with the amount of feature displacement in the spatial domain, motion can be estimated using the phase information from these coefficients. The motion estimation is performed iteratively: first by using coarser level complex coefficients to determine large motion components and then by employing finer level coefficients to refine the motion field. We use a parametric affine model to describe the motion, where the affine parameters are found locally by substituting into an optical flow model and by solving the resulting overdetermined set of equations. From the estimated affine parameters, the motion field between the sensed and the reference data sets can be generated, and the sensed data set then can be shifted and interpolated spatially to align with the reference data set. © 2011 IEEE.

Item Type: Article
Uncontrolled Keywords: Dual-tree complex wavelet transform (DT-CWT) image registration optical flow
Subjects: UNSPECIFIED
Divisions: Div F > Signal Processing and Communications
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 11:42
Last Modified: 12 Dec 2014 19:04
DOI: 10.1109/TIP.2011.2160958