3D feature tracking using a dynamic structured light system

A. Adán, F. Molina, A. Vázquez, Luis Morena
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引用次数: 19

Abstract

In this paper we present a 3D tracking system that is able to identify several characteristic points on the surface of a moving scene. The system is considered as a preliminary step in the interaction of industrial robots with dynamic scenes. Through a new color structured light technique based on a disordered codeword pattern, 3D coordinates of the object surface are extracted and processed. This method recovers 3D information in such a way that the correspondence problem is easily and robustly solved. After establishing a set of feature points, an inter frame window search algorithm is carried out to solve the tracking problem. A controlled experimental setup has been built in our lab composed by a 2 DOF mobile platform, a light structured sensor and a manipulator robot. The experimentation has been performed on medium spatial resolution and for soft movement specifications giving promising results.
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使用动态结构光系统进行3D特征跟踪
在本文中,我们提出了一种能够识别运动场景表面上的几个特征点的三维跟踪系统。该系统被认为是工业机器人与动态场景交互的第一步。通过一种新的基于无序码字模式的彩色结构光技术,对物体表面的三维坐标进行提取和处理。该方法恢复了三维信息,使得对应问题易于鲁棒解决。在建立一组特征点后,采用帧间窗口搜索算法解决跟踪问题。在实验室建立了由2自由度移动平台、轻结构传感器和机械臂机器人组成的可控实验装置。在中等空间分辨率和软运动规格下进行了实验,取得了良好的效果。
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