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A probabilistic framework for autonomous proxemic control in situated and mobile human-robot interaction

Published: 05 March 2012 Publication History

Abstract

In this paper, we draw upon insights gained in our previous work on human-human proxemic behavior analysis to develop a novel method for human-robot proxemic behavior production. A probabilistic framework for spatial interaction has been developed that considers the sensory experience of each agent (human or robot) in a co-present social encounter. In this preliminary work, a robot attempts to maintain a set of human body features in its camera field-of-view. This methodology addresses the functional aspects of proxemic behavior in human-robot interaction, and provides an elegant connection between previous approaches.

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  • (2023)Recent advancements in multimodal human–robot interactionFrontiers in Neurorobotics10.3389/fnbot.2023.108400017Online publication date: 11-May-2023
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      cover image ACM Conferences
      HRI '12: Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
      March 2012
      518 pages
      ISBN:9781450310635
      DOI:10.1145/2157689

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      • IEEE-RAS: Robotics and Automation

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      Association for Computing Machinery

      New York, NY, United States

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      Published: 05 March 2012

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      Author Tags

      1. human-robot interaction
      2. probabilistic models
      3. proxemics

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      HRI'12
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      HRI'12: International Conference on Human-Robot Interaction
      March 5 - 8, 2012
      Massachusetts, Boston, USA

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

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      Cited By

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      • (2024) EmoiPlanner : Human emotion and intention aware socially acceptable robot navigation in human‐centric environments Expert Systems10.1111/exsy.13718Online publication date: 29-Sep-2024
      • (2023)Evolution of Socially-Aware Robot NavigationElectronics10.3390/electronics1207157012:7(1570)Online publication date: 27-Mar-2023
      • (2023)Recent advancements in multimodal human–robot interactionFrontiers in Neurorobotics10.3389/fnbot.2023.108400017Online publication date: 11-May-2023
      • (2023)Core Challenges of Social Robot Navigation: A SurveyACM Transactions on Human-Robot Interaction10.1145/358374112:3(1-39)Online publication date: 24-Apr-2023
      • (2023)Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic ReviewACM Transactions on Human-Robot Interaction10.1145/357073112:1(1-66)Online publication date: 16-Feb-2023
      • (2023)Proxemic-aware Augmented Reality For Human-Robot Interaction2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)10.1109/RO-MAN57019.2023.10309582(1323-1330)Online publication date: 28-Aug-2023
      • (2023)Best Practices for Developing Socially-Aware Service Robots with Predictive Techniques to Enhance Social Comfort2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)10.1109/ICECCME57830.2023.10252708(1-6)Online publication date: 19-Jul-2023
      • (2023)Human Behavior Analysis in Virtual Environment for Human-Robot Collaboration2023 2nd International Conference on Automation, Robotics and Computer Engineering (ICARCE)10.1109/ICARCE59252.2024.10492517(1-4)Online publication date: 14-Dec-2023
      • (2022)Providers-Clients-Robots: Framework for spatial-semantic planning for shared understanding in human-robot interaction2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)10.1109/RO-MAN53752.2022.9900525(1099-1106)Online publication date: 29-Aug-2022
      • (2022)Person-Following Controller with Socially Acceptable Robot MotionRobotics and Autonomous Systems10.1016/j.robot.2022.104075153:COnline publication date: 1-Jul-2022
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