三维重建系统的开发

N. Shinde, D. S. Bhosale
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引用次数: 0

摘要

实时三维图像在计算机视觉、虚拟现实等领域得到了广泛的关注。第三维度在动态或静态环境的分析中起着决定性的作用。因此,开发一种可靠的实时深度成像系统是非常具有挑战性的。深度信息可以更好地分析环境。该系统是一种3D扫描仪系统,用于从2D图像序列中使用结构光获得3D。本文从硬件和软件两方面介绍了三维扫描仪样机的不同开发阶段。考虑了ROI提取、边缘检测、距离变换以及在3D平台上绘制元素等方面,以实现该3D扫描仪的最佳实现。三维扫描仪由简单的硬件组成,如带旋转平台的步进电机、电机驱动器、Arduino、uvc摄像机和适当的照明系统。软件部分采用Linux操作系统和python编程语言。使用Open CV、numpy、matplotlib、tkinter等库进行开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of 3D reconstruction system
Real-time 3D imagery has gained special attention in many Champaign such as computer vision, virtual reality. The third dimension plays a decisive role in the analysis of dynamic or static environments. Therefore, developing a reliable real-time depth imaging system is very challenging. The depth information allows a much better analysis of the environment. This proposed system is a 3D scanner system used to obtain 3D using structured light from sequence of 2D images. This paper describes different stages of development of 3D scanner prototype, both from hardware and software point of view. Aspects such as extracting ROI, edge detection, distance transformation, and plotting the element on 3D platform are considered towards an optimal implementation of this 3D scanner. The 3D scanner composed of simple hardware such as stepper motor with rotating platform, motor driver, Arduino, an uvc camera, and proper lighting system. On software part Linux operating system is used along with python as programming language. The libraries such as Open CV, numpy, matplotlib, tkinter are used for development.
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