Conformal Slit Mapping and Its Applications to Brain Surface Parameterization
Yalin Wang, Xianfeng Gu, Tony F. Chan, Paul M. Thompson, and Shing-Tung Yau
Abstract
We propose a method that computes a conformal mapping from a multiply
connected mesh to the so-called slit domain, which consists of a canonical
rectangle or disk in which 3D curved landmarks on the original surfaces are
mapped to concentric or parallel lines in the slit domain.
In this paper, we studied its application to brain surface parameterization.
After cutting along some
landmark curve features on surface models of the cerebral cortex, we
obtain multiple connected domains. By computing exact harmonic one-forms,
closed harmonic one-forms, and holomorphic one-forms, we are able to
build a circular slit mapping that conformally maps the surface to
an annulus with some concentric arcs and a rectangle with
some slits. The whole algorithm is based
on solving linear systems so it is very stable. In the slit domain
parameterization results, the feature curves are either mapped to
straight lines or concentric arcs. This representation is convenient for
anatomical visualization, and may assist statistical comparisons of anatomy,
surface-based registration and signal processing. Preliminary
experimental results parameterizing various brain anatomical surfaces are
presented.
Figures (click on each for a larger version):
Related Publications
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Y. Wang, X. Gu, T.F. Chan, P.M. Thompson and S.-T. Yau,
"Conformal Slit Mapping and Its Applications to Brain Surface Parameterization",
International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2008, LNCS 5241, pp. 585-593
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Y. Wang, X. Gu, T.F. Chan, P.M. Thompson and S.-T. Yau,
"Brain Surface Conformal Parameterization with the Slit Mapping",
IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Paris, France, 2008, pp. 448-451