Superresolution with an optical tactile sensor

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

48 Citations (Scopus)

Abstract

Although superresolution has been studied to huge impact in visual imaging, it is relatively unexplored in tactile robotics. Here we demonstrate a novel optical sensor design (the TacTip) capable of achieving 40-fold localization superresolution to 0.1mm accuracy compared with a 4mm resolution between tactile elements. This superresolution is reached for localizing a 40mm diameter hemicylinder with a tactile finger pad also of 40mm diameter. Deformations of the sensor surface are measured as displacements of molded internal pins, with pin separation thus defining sensor resolution. Active Bayesian perception for classifying object location was used to ensure robust localization and hence the magnitude of the superresolution. These results are comparable with those for capacitive tactile sensors, which we interpret as originating from a convergence in the taxel-based design of the optical sensor and capacitive tactile sensors. The attained superresolution is comparable to the best perceptual hyperacuity in humans.

Original languageEnglish
Title of host publicationIEEE International Conference on Intelligent Robots and Systems (IROS 2015)
Subtitle of host publicationProceedings of a meeting held 28 September - 2 October 2015, Hamburg, Germany.
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages2686-2691
Number of pages6
Volume2015-December
ISBN (Print)9781479999941
DOIs
Publication statusPublished - 17 Dec 2015
EventIEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015 - Hamburg, Germany
Duration: 28 Sep 20152 Oct 2015

Conference

ConferenceIEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015
CountryGermany
CityHamburg
Period28/09/152/10/15

Keywords

  • Image resolution
  • Optical imaging
  • Optical sensors
  • Pins
  • Tactile sensors

Fingerprint Dive into the research topics of 'Superresolution with an optical tactile sensor'. Together they form a unique fingerprint.

Cite this