IEEE Trans Pattern Anal Mach Intell. 2015 Dec;37(12):2492-504. doi: 10.1109/TPAMI.2015.2408352.
We study the space of first order models of smooth frame fields using the method of moving frames. By exploiting the Maurer-Cartan matrix of connection forms we develop geometrical embeddings for frame fields which lie on spherical, ellipsoidal and generalized helicoid surfaces. We design methods for optimizing connection forms in local neighborhoods and apply these to a statistical analysis of heart fiber geometry, using diffusion magnetic resonance imaging. This application of moving frames corroborates and extends recent characterizations of muscle fiber orientation in the heart wall, but also provides for a rich geometrical interpretation. In particular, we can now obtain direct local measurements of the variation of the helix and transverse angles, of fiber fanning and twisting, and of the curvatures of the heart wall in which these fibers lie.
我们使用活动标架法研究了光滑标架场的一阶模型空间。通过利用联络形式的 Maurer-Cartan 矩阵,我们为位于球面上、椭球面上和广义螺旋面上的标架场开发了几何嵌入。我们设计了在局部邻域中优化联络形式的方法,并将其应用于心脏纤维几何结构的统计分析,使用扩散磁共振成像。这种活动标架的应用既证实了又扩展了最近对心脏壁中肌肉纤维方向的描述,同时也提供了丰富的几何解释。特别是,我们现在可以直接在局部测量螺旋和横向角的变化、纤维散开和扭曲以及纤维所在的心脏壁的曲率。