Using Robot Skills for Flexible Reprogramming of Pick Operations in Industrial Scenarios

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

Traditional robots used in manufacturing are very efficient for solving specific tasks that are repeated many times. The robots are, however, difficult to (re-)configure and (re-)program. This can often only be done by expert robotic programmers, computer vision experts, etc., and it requires additionally lots of time. In this paper we present and use a skill based framework for robotic programming. In this framework, we develop a flexible pick skill, that can easily be reprogrammed to solve new specific tasks, even by non-experts. Using the pick skill, a robot can detect rotational symmetric objects on tabletops and pick them up in a user-specified manner. The programming itself is primarily done through kinesthetic teaching. We show that the skill has robustness towards the location and shape of the object to pick, and that objects from a real industrial production line can be handled. Also, preliminary tests indicate that non-expert users can learn to use the skill after only a short introduction.

Details

Authors
  • Rasmus S. Andersen
  • Lazaros Nalpantidis
  • Volker Krüger
  • Ole Madsen
  • Thomas B. Moeslund
External organisations
  • Aalborg University
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Vision and Robotics (Autonomous Systems)

Keywords

  • Robot vision, robotic skills, industrial robots, tabletop object detector.
Original languageEnglish
Title of host publication2014 International Conference on Computer Vision Theory and Applications (VISAPP)
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
Number of pages8
Volume3
ISBN (Electronic)978-9-8975-8133-5
Publication statusPublished - 2014
Publication categoryResearch
Peer-reviewedYes
Externally publishedYes
Event9th International Conference on Computer Vision Theory and Applications, VISAPP 2014 - Lisbon, Portugal
Duration: 2014 Jan 52014 Jan 8

Conference

Conference9th International Conference on Computer Vision Theory and Applications, VISAPP 2014
CountryPortugal
CityLisbon
Period2014/01/052014/01/08

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