Combining 3D vision with tactile sensing could unlock a greater level of dexterity for robots and improve several manipulation tasks. However, obtaining a close-up 3D view of the location where manipulation contacts occur can be challenging, particularly in confined spaces, cluttered environments, or without installing more sensors on the end effector. In this context, this paper presents StereoTac, a novel vision-based sensor that combines tactile sensing with 3D vision. The proposed sensor relies on stereoscopic vision to capture a 3D representation of the environment before contact and uses photometric stereo to reconstruct the tactile imprint generated by an object during contact. To this end, two cameras were integrated in a single sensor, whose interface is made of a transparent elastomer coated with a thin layer of paint with a level of transparency that can be adjusted by varying the sensor's internal lighting conditions. We describe the sensor's fabrication and evaluate its performance for both tactile perception and 3D vision. Our results show that the proposed sensor can reconstruct a 3D view of a scene just before grasping and perceive the tactile imprint after grasping, allowing for monitoring of the contact during manipulation.
翻译:将 3D 视觉与触觉感测相结合的 3D 视觉和 3D 感应器可以释放出更大的机器人的灵巧度, 并改进一些操作任务。 但是, 获得对操作接触发生地点的近距离的3D 感应器可能具有挑战性, 特别是在封闭的空间、 杂乱的环境, 或者在终端效果器上不安装更多的传感器。 在这方面, 本文展示了StereoTac, 这是一种新型的视觉感应器, 它将触觉感应与 3D 视觉结合起来。 拟议的感应器依靠立体感应镜来捕捉环境的3D 表现, 并使用光度立体立体声器来重建在接触对象期间生成的触动印记器。 为此, 有两个摄像器被整合到一个单一的传感器中, 其界面由透明、 薄层涂料组成, 其透明度可以通过感应感应器的内部照明条件加以调整。 我们描述传感器的编造并评价其性表现, 包括触觉感应感应感应感应和3D 视觉。 我们的结果表明, 感应器可以在触感应过程中对感应过程中的感应过程进行感应时, 。</s>