Maurer-Cartan Forms for Fields on Surfaces: Application to Heart Fiber Geometry.
IEEE Trans Pattern Anal Mach Intell
; 37(12): 2492-504, 2015 Dec.
Article
en En
| MEDLINE
| ID: mdl-26539853
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.
Texto completo:
1
Bases de datos:
MEDLINE
Asunto principal:
Reconocimiento de Normas Patrones Automatizadas
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Interpretación de Imagen Asistida por Computador
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Imagenología Tridimensional
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Miocitos Cardíacos
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Imagen de Difusión por Resonancia Magnética
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Miocardio
Tipo de estudio:
Diagnostic_studies
/
Prognostic_studies
Límite:
Animals
Idioma:
En
Revista:
IEEE Trans Pattern Anal Mach Intell
Asunto de la revista:
INFORMATICA MEDICA
Año:
2015
Tipo del documento:
Article