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IEEE Trans Med Imaging · Aug 2004
Comparative StudyGenus 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.
- Department of Computer and Information Science and Engineering, University of Florida, FL 32611, USA. gu@cise.ufl.edu
- IEEE Trans Med Imaging. 2004 Aug 1; 23 (8): 949-58.
AbstractWe developed a general method for global conformal parameterizations based on the structure of the cohomology group of holomorphic one-forms for surfaces with or without boundaries (Gu and Yau, 2002), (Gu and Yau, 2003). For genus zero surfaces, our algorithm can find a unique mapping between any two genus zero manifolds by minimizing the harmonic energy of the map. In this paper, we apply the algorithm 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 magnetic resonance imaging (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.
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