Suppr超能文献

基于物理的动态球面体积单纯形样条建模与仿真

Physically Based Modeling and Simulation with Dynamic Spherical Volumetric Simplex Splines.

作者信息

Tan Yunhao, Hua Jing, Qin Hong

机构信息

Department of Computer Science, Wayne State University, Detroit, MI 48202, USA.

出版信息

Comput Aided Des. 2010 Feb 1;42(2):95. doi: 10.1016/j.cad.2009.02.014.

Abstract

In this paper, we present a novel computational modeling and simulation framework based on dynamic spherical volumetric simplex splines. The framework can handle the modeling and simulation of genus-zero objects with real physical properties. In this framework, we first develop an accurate and efficient algorithm to reconstruct the high-fidelity digital model of a real-world object with spherical volumetric simplex splines which can represent with accuracy geometric, material, and other properties of the object simultaneously. With the tight coupling of Lagrangian mechanics, the dynamic volumetric simplex splines representing the object can accurately simulate its physical behavior because it can unify the geometric and material properties in the simulation. The visualization can be directly computed from the object's geometric or physical representation based on the dynamic spherical volumetric simplex splines during simulation without interpolation or resampling. We have applied the framework for biomechanic simulation of brain deformations, such as brain shifting during the surgery and brain injury under blunt impact. We have compared our simulation results with the ground truth obtained through intra-operative magnetic resonance imaging and the real biomechanic experiments. The evaluations demonstrate the excellent performance of our new technique.

摘要

在本文中,我们提出了一种基于动态球形体积单纯形样条的新型计算建模与仿真框架。该框架能够处理具有真实物理特性的零亏格物体的建模与仿真。在此框架下,我们首先开发了一种精确高效的算法,用球形体积单纯形样条重建真实世界物体的高保真数字模型,这些样条能够同时精确表示物体的几何、材料及其他特性。通过拉格朗日力学的紧密耦合,代表物体的动态体积单纯形样条能够精确模拟其物理行为,因为它能在仿真中统一几何和材料特性。在仿真过程中,可视化可以直接基于动态球形体积单纯形样条从物体的几何或物理表示中计算得出,无需插值或重采样。我们已将该框架应用于大脑变形的生物力学仿真,如手术过程中的脑移位和钝器撞击下的脑损伤。我们将仿真结果与通过术中磁共振成像获得的地面真值以及实际生物力学实验结果进行了比较。评估结果证明了我们新技术的卓越性能。

相似文献

9
Haptics-based dynamic implicit solid modeling.基于触觉的动态隐式实体建模。
IEEE Trans Vis Comput Graph. 2004 Sep-Oct;10(5):574-86. doi: 10.1109/TVCG.2004.28.
10
Quasi interpolation with Voronoi splines.准插值与 Voronoi 样条。
IEEE Trans Vis Comput Graph. 2011 Dec;17(12):1832-41. doi: 10.1109/TVCG.2011.230.

本文引用的文献

1
Image analysis using multigrid relaxation methods.使用多重网格松弛方法进行图像分析。
IEEE Trans Pattern Anal Mach Intell. 1986 Feb;8(2):129-39. doi: 10.1109/tpami.1986.4767767.
3
Computational study of the contribution of the vasculature on the dynamic response of the brain.
Stapp Car Crash J. 2002 Nov;46:145-64. doi: 10.4271/2002-22-0008.
4
Material properties of porcine parietal cortex.猪顶叶皮层的材料特性。
J Biomech. 2006;39(13):2521-5. doi: 10.1016/j.jbiomech.2005.07.020. Epub 2005 Sep 8.
5
Haptics-based dynamic implicit solid modeling.基于触觉的动态隐式实体建模。
IEEE Trans Vis Comput Graph. 2004 Sep-Oct;10(5):574-86. doi: 10.1109/TVCG.2004.28.
7

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验