Genus Zero Surface Conformal Mapping and Its Application to Brain Surface Mapping
Xianfeng Gu, Yalin Wang, Tony F. Chan, Paul M. Thompson, and Shing-Tung Yau
Information Processing in Medical Imaging,18th International Conference, IPMI 2003, Ambleside, UK, July 2003. Proceedings, pp. 172-184
It is well known that any genus zero surface can be mapped
conformally onto the sphere and any local portion thereof onto a disk.
However, it is not trivial to find a general method which finds a conformal
mapping between two general genus zero surfaces. We propose a new
variational method which can find a unique mapping between any two
genus zero manifolds by minimizing the harmonic energy of the map. We
demonstrate the feasibility of our algorithm by applying it to the cortical
surface matching problem.We use a mesh structure to represent the brain
surface. Further constraints are added to ensure that the conformal map
is unique. Empirical tests on MRI data show that the mappings preserve
angular relationships, are stable in MRIs acquired at different times, and
are robust to differences in data triangulation, and resolution. Compared
with other brain surface conformal mapping algorithms, our algorithm
is more stable and has good extensibility.