StereoTac: A Novel Visuotactile Sensor That Combines Tactile Sensing With 3D Vision

Research output: Contribution to journalJournal Articlepeer-review

21 Citations (Scopus)

Abstract

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 letter 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 environmentbefore 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.

Original languageEnglish
Pages (from-to)6291-6298
Number of pages8
JournalIEEE Robotics and Automation Letters
Volume8
Issue number10
DOIs
Publication statusPublished - 1 Oct 2023

!!!Keywords

  • 3D vision
  • perception for manipulation and grasping
  • tactile sensing
  • vision-based sensors

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