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Perception by proxy: humans helping robots to see in a manipulation task

Published: 06 March 2011 Publication History

Abstract

Robots excel at planning and performing tasks in controlled environments, but poor perception often leads to poor performance in unstructured environments. One typical way of improving robot performance is to give more control to a human operator and then design user interfaces that build the operator's situation awareness. As an alternative, humans can support robot perception to add structure to unstructured environments. We claim that when humans support robot perception, robots can spend more time acting autonomously, which can lead to reduced operator workload and increased overall performance. We present a design process, called perception by proxy, and apply it to a simple manipulation task.

References

[1]
C. C. Kemp, A. Edsinger, and E. Torres-Jara. Challenges for robot manipulation in human environments {grand challenges of robotics}. IEEE Robotics & Automation Magazine, 14(1):20--29, 2007.
[2]
C. Liu, W. T. Freeman, et al. Human-assisted motion annotation. In IEEE CVPR, pages 1--8, 2008.
[3]
C. W. Nielsen. Using Augmented Virtuality to Improve Human-Robot Interactions. PhD thesis, Brigham Young University, 2006.
[4]
M. Quigley et al. High-accuracy 3d sensing for mobile manipulation: Improving object detection and door opening. In IEEE ICRA, pages 2816--2822, 2009.
[5]
T. B. Sheridan. Telerobotics, automation, and human supervisory control. MIT Press, Cambridge, MA, USA, 1992.

Cited By

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  • (2015)A Shared Autonomy Interface for Household DevicesProceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended Abstracts10.1145/2701973.2702061(165-166)Online publication date: 2-Mar-2015
  • (2015)Shared Autonomy Perception and Manipulation of Physical Device ControlsAdvances in Visual Computing10.1007/978-3-319-27863-6_78(830-841)Online publication date: 18-Dec-2015
  • (2014)Robot arm manipulation using depth-sensing cameras and inverse kinematics2014 Oceans - St. John's10.1109/OCEANS.2014.7003029(1-6)Online publication date: Sep-2014
  • Show More Cited By

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    Published In

    cover image ACM Conferences
    HRI '11: Proceedings of the 6th international conference on Human-robot interaction
    March 2011
    526 pages
    ISBN:9781450305617
    DOI:10.1145/1957656

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    In-Cooperation

    • RA: IEEE Robotics and Automation Society
    • Human Factors & Ergonomics Soc: Human Factors & Ergonomics Soc
    • The Association for the Advancement of Artificial Intelligence (AAAI)
    • IEEE Systems, Man and Cybernetics Society

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 06 March 2011

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    Author Tags

    1. human-robot interaction
    2. robot perception

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    Overall Acceptance Rate 268 of 1,124 submissions, 24%

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    Cited By

    View all
    • (2015)A Shared Autonomy Interface for Household DevicesProceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended Abstracts10.1145/2701973.2702061(165-166)Online publication date: 2-Mar-2015
    • (2015)Shared Autonomy Perception and Manipulation of Physical Device ControlsAdvances in Visual Computing10.1007/978-3-319-27863-6_78(830-841)Online publication date: 18-Dec-2015
    • (2014)Robot arm manipulation using depth-sensing cameras and inverse kinematics2014 Oceans - St. John's10.1109/OCEANS.2014.7003029(1-6)Online publication date: Sep-2014
    • (2013)Best Practices in Human Operation of Robotic/Unmanned VehiclesProceedings of the Human Factors and Ergonomics Society Annual Meeting10.1177/154193121357128157:1(1268-1272)Online publication date: 30-Sep-2013
    • (2012)Multiple Robot-Multiple Operator Control and Teamwork: Lessons Learned and Design GuidelinesInfotech@Aerospace 201210.2514/6.2012-2459Online publication date: 6-Sep-2012
    • (2012)Beyond "spatial ability"Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction10.1145/2157689.2157718(127-128)Online publication date: 5-Mar-2012

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