无三维重建的无标定立体视觉伺服避障轨迹生成

K. Hosoda, K. Sakamoto, M. Asada
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引用次数: 92

摘要

为了使视觉伺服系统在未知环境中完成避障任务,提出了一种视觉伺服系统的轨迹发生器。该方案利用估计极面约束,通过简单的避障方法在二维图像平面上生成视觉伺服系统的轨迹,而无需重建三维几何结构。该方案基于“只要其中一个投影轨迹不与投影障碍物相交,三维空间中的轨迹就可以避开障碍物”的思想。实验结果证明了所提出的轨迹发生器与视觉伺服控制方案相结合的有效性。
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Trajectory generation for obstacle avoidance of uncalibrated stereo visual servoing without 3D reconstruction
In this paper, a trajectory generator for a visual servoing system is proposed to make the system accomplish obstacle avoidance tasks in unknown environments. Using an estimated epipolar constraint, the proposed scheme can generate trajectories for the visual servoing system on the 2D image planes by a simple obstacle avoidance method without reconstructing 3D geometry. The proposed scheme is based on the idea, "as long as one of the projected trajectories does not intersect with projected obstacles, the trajectory in 3D space can avoid the obstacles". An experimental result is shown to demonstrate the validity of a combination of the proposed trajectory generator and the visual servoing control scheme.
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