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A framework for generating anatomically detailed subject-specific human facial models for biomechanical simulations

机译:用于为生物力学模拟生成解剖学详细的特定于受试者的人脸模型的框架

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Realistic biomechanical simulations of the human face rely on detailed and accurate anatomical models. A recent study involving ultrasound imaging revealed that tissue structures in the human face can be separated into two major strata that move independent of each other. Based on this observation, anatomically accurate finite element models representing soft tissues in both layers of the human face were developed using 3D segmented data derived from the high-resolution US Visible Human cryosection images. The three-dimensional geometry of these tissue structures was described using Cubic Hermite finite elements. The use of Hermite family elements ensures the continuity of displacement gradient across element boundaries and hence maintains the moment balance throughout the computational domain in mechanical simulations. This in turn leads to more accurate predictions of soft tissue deformations. Creating subject-specific detailed model of the face suitable for biomechanical analysis is, however, a time-consuming task. This paper proposes a fast semi-automated framework for generating detailed subject-specific facial models including internal muscles using techniques that involve landmark-based affine transformation, iterative surface-fitting and free-form deformation. Generated models for three individuals are presented to demonstrate the efficacy of the proposed methodology.
机译:逼真的人脸生物力学模拟依赖于详细而准确的解剖模型。一项涉及超声成像的最新研究表明,人脸的组织结构可以分为两个独立的主层。基于此观察结果,使用从高分辨率的美国可见人体冰冻切片图像获得的3D分割数据,开发了代表人脸两层中软组织的解剖学精确的有限元模型。这些组织结构的三维几何形状是使用三次Hermite有限元描述的。 Hermite族元素的使用可确保元素边界上位移梯度的连续性,从而在机械仿真中在整个计算域中保持力矩平衡。这进而导致对软组织变形的更准确的预测。但是,创建适合于生物力学分析的特定于对象的面部详细模型是一项耗时的任务。本文提出了一种快速的半自动化框架,用于使用涉及基于地标的仿射变换,迭代曲面拟合和自由形式变形的技术来生成包括内部肌肉在内的特定主题特定的面部模型。提出了三个人的模型,以证明所提出的方法的有效性。

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