基于结构光技术的精确RGB-D相机

V. Tran, H. Lin
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引用次数: 8

摘要

近年来,RGB-D相机被广泛用于机器人操作目标物体的6维姿态估计。这种应用需要精确的形状测量来进行物体的三维建模。在这项工作中,我们开发了一种基于灰色编码编码和解码的结构光(SL)技术的RGB-D相机。摄像机系统的内外参数是通过标定过程确定的。物体表面的三维重建是基于射线三角剖分原理,通过计算交点实现的。在实现中,我们用工业相机和数字光投影仪构建了一个RGB-D传感系统。在实验中,使用真实世界的对象来测试所提出方法的可行性。利用平面对象进行的评估证明了我们的RGB-D相机系统的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accurate RGB-D camera based on structured light techniques
Recently, RGB-D cameras have been widely used to perform 6-D pose estimation of target objects for robotic manipulation. Such applications require accuracy shape measurements for 3-D modeling of the objects. In this work, we develop an RGB-D camera based on the structured light (SL) techniques with gray-code encoding and decoding. The intrinsic and extrinsic parameters of the camera system are determined by a calibration process. 3-D reconstruction of the object surface is based on a ray triangulation principle by computing the intersection point. In the implementation, we construct an RGB-D sensing system with an industrial camera and a digital light projector. In the experiments, real world objects are used to test the feasibility of the proposed method. The evaluation carried out using planar objects has demonstrated the accuracy of our RGB-D camera system.
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