Implementing tactile behaviors using FingerVision

Akihiko Yamaguchi, C. Atkeson
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引用次数: 77

Abstract

We explore manipulation strategies that use vision-based tactile sensing. FingerVision is a vision-based tactile sensor that provides rich tactile sensation as well as proximity sensing. Although many other tactile sensing methods are expensive in terms of cost and/or processing, FingerVision is a simple and inexpensive approach. We use a transparent skin for fingers. Tracking markers placed on the skin provides contact force and torque estimates, and processing images obtained by seeing through the transparent skin provides static (pose, shape) and dynamic (slip, deformation) information. FingerVision can sense nearby objects even when there is no contact since it is vision-based. Also the slip detection is independent from contact force, which is effective even when the force is too small to measure, such as with origami objects. The results of experiments demonstrate that several manipulation strategies with FingerVision are effective. For example the robot can grasp and pick up an origami crane without crushing it. Video: https://youtu.be/L-YbxcyRghQ
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使用手指视觉实现触觉行为
我们探索使用基于视觉的触觉感知的操作策略。FingerVision是一种基于视觉的触觉传感器,提供丰富的触觉和接近感。尽管许多其他触觉传感方法在成本和/或处理方面都很昂贵,但指纹视觉是一种简单而廉价的方法。我们用透明的皮肤做手指。放置在皮肤上的跟踪标记提供接触力和扭矩估计,通过透视透明皮肤获得的处理图像提供静态(姿势,形状)和动态(滑动,变形)信息。由于指纹视觉是基于视觉的,即使没有接触,也能感知附近的物体。此外,滑移检测与接触力无关,即使在力太小而无法测量时,例如折纸物体,这也是有效的。实验结果表明,几种基于指纹视觉的操作策略是有效的。例如,机器人可以抓住并拿起折纸鹤而不会压碎它。的视频:https://youtu.be/L-YbxcyRghQ
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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