Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms

作者:M. Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes

摘要

This paper examine the Euler-Lagrange equations for the solution of the large deformation diffeomorphic metric mapping problem studied in Dupuis et al. (1998) and Trouvé (1995) in which two images I 0, I 1 are given and connected via the diffeomorphic change of coordinates I 0○ϕ−1=I 1 where ϕ=Φ1 is the end point at t= 1 of curve Φ t , t∈[0, 1] satisfying .Φ t =v t (Φ t ), t∈ [0,1] with Φ0=id. The variational problem takes the form

论文关键词:Computational Anatomy, Euler-Lagrange Equation, Variational Optimization, Deformable Template, Metrics

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论文官网地址:https://doi.org/10.1023/B:VISI.0000043755.93987.aa