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Safe Human-Robot Interaction Through Crowd Contact Video Analysis

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Social Robotics (ICSR 2019)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 11876))

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Abstract

This work proposes a contact management approach using Pepper robot, which focuses on safety constraints for navigation through cluttered environments. Firstly, we conduct an analytical study to identify the most common undesired physical contacts between humans in crowded scenes. Based on that, a set of recommendations for robot reaction is provided. Special emphasis is given to contact detection and reaction by proposing a sensorless detection method and different body compliance strategies, respectively, that match the safety guidelines proposed. Finally, an experimental validation is conducted in a controlled environment and through user studies.

This work has received funding from the European Union’s Horizon 2020 framework programme for research and innovation under the ICT No. 779942 (CROWDBOT).

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References

  1. Bolotnikova, A., Courtois, S., Kheddar, A.: Contact observer for humanoid robot pepper based on tracking joint position discrepancies. In: RO-MAN: Robot and Human Interactive Communication (2018)

    Google Scholar 

  2. Deng, Y., Luo, P., Loy, C.C., Tang, X.: Pedestrian attribute recognition at far distance. In: Proceedings of the 22nd ACM International Conference on Multimedia, pp. 789–792. ACM (2014)

    Google Scholar 

  3. Flacco, F., Kheddar, A.: Contact detection and physical interaction for low cost personal robots. In: RO-MAN (2017)

    Google Scholar 

  4. Garcia, F., Kumar Pandey, A., Fattal, C.: Wait for me! towards socially assistive walk companions. In: 14th ACM/IEEE International Conference on Human Robot Interaction. 2nd Workshop on Social Robots in Therapy and Care (2019)

    Google Scholar 

  5. Haddadin, S., Albu-Schaffer, A., Hirzinger, G.: The role of the robot mass and velocity in physical human-robot interaction-part i: non-constrained blunt impacts. In: Robotics and Automation, ICRA, pp. 1331–1338. IEEE (2008)

    Google Scholar 

  6. Iwata, H., Sugano, S.: Design of human symbiotic robot twendy-one. In: 2009 IEEE International Conference on Robotics and Automation, pp. 580–586. IEEE (2009)

    Google Scholar 

  7. Lasota, P.A., Fong, T., Shah, J.A., et al.: A survey of methods for safe human-robot interaction. Found. Trends® Robot. 5(4), 261–349 (2017)

    Article  Google Scholar 

  8. Polus, A., Schofer, J.L., Ushpiz, A.: Pedestrian flow and level of service. J. Transp. Eng. 109(1), 46–56 (1983)

    Article  Google Scholar 

  9. Salem, M., Lakatos, G., Amirabdollahian, F., Dautenhahn, K.: Towards safe and trustworthy social robots: ethical challenges and practical issues. In: Tapus, A., André, E., Martin, J.C., Ferland, F., Ammi, M. (eds.) Social Robotics. LNCS (LNAI), vol. 9388, pp. 584–593. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-25554-5_58

    Chapter  Google Scholar 

  10. Sarmady, S., Haron, F., Talib, A.Z.H.: Modeling groups of pedestrians in least effort crowd movements using cellular automata. In: 2009 Third Asia International Conference on Modelling & Simulation, pp. 520–525. IEEE (2009)

    Google Scholar 

  11. Tadele, T.S., de Vries, T., Stramigioli, S.: The safety of domestic robotics: a survey of various safety-related publications. IEEE Robot. Autom. Mag. 21(3), 134–142 (2014)

    Article  Google Scholar 

  12. Vasic, M., Billard, A.: Safety issues in human-robot interactions. In: 2013 IEEE International Conference on Robotics and Automation (ICRA), pp. 197–204 (2013)

    Google Scholar 

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Correspondence to Fernando Garcia , Alexandre Mazel or Arturo Cruz Maya .

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Garcia, F., Mazel, A., Cruz Maya, A. (2019). Safe Human-Robot Interaction Through Crowd Contact Video Analysis. In: Salichs, M., et al. Social Robotics. ICSR 2019. Lecture Notes in Computer Science(), vol 11876. Springer, Cham. https://doi.org/10.1007/978-3-030-35888-4_55

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  • DOI: https://doi.org/10.1007/978-3-030-35888-4_55

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-35887-7

  • Online ISBN: 978-3-030-35888-4

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