基于统一多视图图像数据集的昆虫标本三维表面重建

Germán D. Sosa, S. Rodriguez, Javier Guaje, Jorge Victorino, Manuel Mejia, Luz Stella Fuentes, A. Ramírez, Hugo Franco
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引用次数: 4

摘要

从高端工程应用(航空、土木结构、发动机部件等)的基于仿真的设计到娱乐(基于计算机的动画、视频游戏开发等),3D对象和场景建模已经成为不同应用领域的常用工具。在生物学和相关领域,三维物体建模和重建为支持学术和应用任务的可视化,比较甚至形态计量分析提供了有价值的工具。这些计算工具通常作为基于web的虚拟现实应用程序来实现,可以显著减少对易碎样品的操纵,防止其损坏,甚至完全丢失。另一方面,它们允许将物理标本的形态特性带入数字领域,为常见的昆虫学任务提供支持,如表征、形态分类和教学。基于一种经过验证的高分辨率图像多视图三维重建方法,本文解决了从昆虫标本表面生成可靠的三维点云的问题。考虑到小尺寸物体的宏观摄影的传统问题(即景深短,存在微妙和复杂的结构等),基于焦点堆叠的预处理协议支持由专门为这项工作设计的采集设备生成增强视图。提议的方法已经在Jorge Tadeo Lozano大学(哥伦比亚)生物系统中心昆虫学馆藏的六个代表性对象样本上进行了测试。所得到的点云对所选标本的身体结构显示出良好的整体视觉质量,同时文件大小足够便携,可以支持基于web的可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D surface reconstruction of entomological specimens from uniform multi-view image datasets
Modeling of 3D objects and scenes have become a common tool in different applied fields from simulation-based design in high-end engineering applications (aviation, civil structures, engine components, etc.) to entertainment (computer-based animation, video-game development, etc.). In Biology and related fields, 3D object modeling and reconstruction provide valuable tools to support the visualization, comparison and even morphometric analysis in both academical and applied tasks. Such computational tools, usually implemented as web-based virtual reality applications, significantly reduce the manipulation of fragile samples, preventing their damage and, even, their complete loss. On the other hand, they allow to take the morphological properties of physical specimens to the digital domain, giving support to common entomology tasks such as characterization, morphological taxonomy and teaching. This paper addresses the problem of producing reliable 3D point clouds from the surface of entomological specimens, based on a proved approach for multi view 3D reconstruction from high resolution pictures. Given the traditional issues of macro-photography for small sized objects (i.e. short depth of field, presence of subtle and complex structures, etc.), a pre-processing protocol, based on focus stacking, supported the generation of enhanced views obtained by an acquisition device specifically designed for this work. The proposed approach has been tested on a sample of six representative subjects from the Entomological Collection of the Centro de Biosistemas, Universidad Jorge Tadeo Lozano (Colombia). The resulting point clouds exhibit an overall good visual quality for the body structure the selected specimens, while file sizes are portable enough to support web based visualization.
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