Visual servoing based on dynamic vision

Ali Alhaj, C. Collewet, F. Chaumette
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引用次数: 13

Abstract

This paper deals with the way to achieve positioning tasks by visual servoing in the case of planar and motionless objects whose shape is unknown. In fact, we consider here complex objects like those one can encounter in the agrifood industry. A 3D reconstruction phase is first considered yielding to the parameters of the plane. This computation is based on the measurement of the 2D velocity in a region of interest and on the measurement of the camera velocity. Once the parameters of the plane are sufficiently stable, a visual servoing scheme is used to control the orientation of the camera with respect to the object and to ensure that it remains in the camera field of view for any desired orientation. This 3D reconstruction phase is maintained active during the servoing to improve the accuracy of the parameters and, consequently, to obtain a small positioning error. Finally, experimental results validate the proposed approach as well as for its effectiveness than for the obtained accuracy.
基于动态视觉的视觉伺服
研究了形状未知的平面静止物体的视觉伺服定位问题。事实上,我们在这里考虑的是复杂的物体,就像人们在农业食品工业中遇到的那样。三维重建阶段首先考虑屈服于平面的参数。该计算基于感兴趣区域的二维速度测量和相机速度测量。一旦平面的参数足够稳定,一个视觉伺服方案被用来控制相机的方向相对于对象,并确保它保持在相机的视野中的任何期望的方向。该三维重建阶段在伺服过程中保持活跃,以提高参数的精度,从而获得较小的定位误差。最后,通过实验验证了该方法的有效性和精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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