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Positioning Technology of Apple-Picking Robot Based on OpenCV

机译:基于OpenCV的摘苹果机器人定位技术

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To improve the positioning accuracy of the vision system for apple-picking robot, a method characterized by a marker to recover the spatial location of the apple is proposed. Then the spatial location of the apple obtained with the stem as the matched point is accomplished to get its corresponding depth value of different working distances. Finally, the measured distance with the marker is as a reference to analyze error for stem ranging. The result shows that the average relative error with the marker is 0.63% while that with the stem is 2.97% when the working distance is in range of 300-900mm, which can meet the requirements of apple picking robot in most working circumstances.
机译:为了提高苹果采摘机器人视觉系统的定位精度,提出了一种以标记物为特征的苹果空间定位方法。然后完成以茎为匹配点的苹果的空间定位,得到不同工作距离的苹果对应的深度值。最后,用标记测得的距离作为分析茎距误差的参考。结果表明,当工作距离在300-900mm范围内时,标记器的平均相对误差为0.63%,而茎部的平均相对误差为2.97%,可以满足大多数采摘机器人的要求。

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