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一种移动机器人双目视觉系统的三维重建算法及应用

3D-reconstruction algorithm of binocular vision system for mobile robots and its application

中文摘要英文摘要

提出了一种用于移动机器人的双目立体视觉系统三维重建算法。首先对摄像机的等效焦距进行标定,并计算目标在单目图像中的偏转角。随后基于三角法原理,推导出目标在摄像机坐标系下的三维坐标,建立摄像机坐标系与机器人坐标系的转换关系,从而求出更有实际意义的在机器人坐标系下目标的三维坐标。最后,介绍运动控制算法,并对对运动控制参数进行选定。并利用摄像机的旋转、俯仰和变焦三种操控功能扩展了视场,实现了对静止目标的凝视定位,提高了视觉导航精度。将其用于移动机器人运动实验表明:该算法计算量小,准确性较高,能满足移动机器人视觉导航的要求。

3D-reconstruction algorithm of mobile-robot binocular stereo vision systems is presented. First, we calibrate the lenticular equivalent focal length and calculate the target angular deviation in single sheet map. Second, from the triangle principle the camera-based coordinates is deduced and the conversion from the camera-based to robot-based coordinates is developed, thus, more practical reconstruction result is obtained. Finally, a control algorithm is presented and the motion control parameters are decided. The three important operation functions of PTZ camera are used to expand vision field of mobile robots and realize gaze location for still target. Experiment results of robot vision guidance show that the proposed 3D-reconstruction algorithm can meet the mobile-robot navigation requirements for real-time calculation and precision.

霍伟、万见清

自动化技术、自动化技术设备计算技术、计算机技术遥感技术

双目立体视觉三维重建算法移动机器人视觉导航

binocular stereo vision3D- reconstruction algorithmmobile robotvision guidance

霍伟,万见清.一种移动机器人双目视觉系统的三维重建算法及应用[EB/OL].(2008-11-27)[2025-08-03].http://www.paper.edu.cn/releasepaper/content/200811-821.点此复制

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