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Vision-guided servoing with feature-based trajectory generation (for robots)

机译:具有基于特征的轨迹生成的视觉引导伺服(用于机器人)

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The authors present a vision module which is able to guide an eye-in-hand robot through general servoing and tracking problems using off-the-shelf image-processing equipment. The vision module uses the location of binary image features from a camera on the robot's end-effector to control the position and one degree of orientation of the robot manipulator. A unique feature-based trajectory generator provides smooth motion between the actual image features and the desired image features even with asynchronous and discontinuous vision updates. By performing the trajectory generation in image feature space, image-processing constraints such as the feature extraction time can be accounted for when determining the appropriate segmentation and acceleration times of the trajectory. Experimental results of a PUMA robot tracking objects with vision feedback are discussed.
机译:作者提出了一种视觉模块,该视觉模块能够使用现成的图像处理设备来指导手眼机器人解决一般的伺服和跟踪问题。视觉模块使用来自机器人末端执行器上的摄像头的二值图像特征的位置来控制机器人操纵器的位置和一个方向。独特的基于特征的轨迹生成器即使在异步和不连续视觉更新的情况下,也可以在实际图像特征和所需图像特征之间提供平滑的运动。通过在图像特征空间中执行轨迹生成,可以在确定轨迹的适当分割和加速时间时考虑图像处理约束,例如特征提取时间。讨论了具有视觉反馈的PUMA机器人跟踪对象的实验结果。

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