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Generating 3D volumetric meshes of internal and external fruit structure.

机译:生成内部和外部水果结构的3D体积网格。

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Two essential functions in determining fruit quality are the transport and accumulation of water and dry matter to various fruit tissues. Since water and carbon are delivered to fruit tissues through a complex vasculature system, the internal fruit structure and pattern of vasculature may have a significant impact on their distribution within the fruit. The aim of this work was to provide methods for generating fruit structure that can be integrated with models of fruit function and used to investigate such effects. To this end, we developed a modelling pipeline in the OpenAlea platform that involves two steps: (1) generating a 3D volumetric mesh representation of the entire fruit, and (2) generating a complex network of vasculature that is embedded within this mesh. To create the 3D volumetric mesh, we used reconstruction algorithms from the 3D mesh generation package of the Computational Geometry Algorithms Library. To generate the pattern of vasculature within this volumetric mesh, we used an algorithmic approach from PlantScan3D software that was designed to reconstruct tree architecture from laser scanner data. We have applied our modelling pipeline to generate the internal and external geometry of a cherry tomato fruit using Magnetic Resonance Imaging data as input. These kinds of applications of our pipeline demonstrate its ability to create species-specific models of fruit structure with relatively low effort. In another work, the volumetric meshes will be combined with models of function to form integrative computational fruit models, which will help to investigate the effects of fruit structure on quality.
机译:确定水果质量的两个基本功能是水和干物质向各种水果组织的运输和积累。由于水和碳是通过复杂的脉管系统输送到水果组织的,所以水果的内部结构和脉管模式可能会对它们在水果中的分布产生重大影响。这项工作的目的是提供可以与水果功能模型集成并用于研究这种效果的水果结构生成方法。为此,我们在OpenAlea平台中开发了一个建模管道,涉及两个步骤:(1)生成整个水果的3D体积网格表示,以及(2)生成嵌入该网格内的复杂脉管网络。为了创建3D体积网格,我们使用了计算几何算法库的3D网格生成包中的重建算法。为了在该体积网格内生成脉管系统模式,我们使用了PlantScan3D软件的算法方法,该方法旨在从激光扫描仪数据重建树结构。我们已将建模管道应用到磁共振成像数据作为输入来生成樱桃番茄果实的内部和外部几何形状的情况。我们的管道的这些类型的应用证明了其以相对较低的精力创建特定于物种的果实结构模型的能力。在另一项工作中,体积网格将与功能模型结合以形成综合的计算水果模型,这将有助于调查水果结构对质量的影响。

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