Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3029798.3038400acmconferencesArticle/Chapter ViewAbstractPublication PageshriConference Proceedingsconference-collections
abstract

Social Human-Robot Interaction for the Elderly: Two Real-life Use Cases

Published: 06 March 2017 Publication History

Abstract

We explore new aspects on assistive living via smart social human-robot interaction (HRI) involving automatic recognition of multimodal gestures and speech in a natural interface, providing social features in HRI. We discuss a whole framework of resources, including datasets and tools, briefly shown in two real-life use cases for elderly subjects: a multimodal interface of an assistive robotic rollator and an assistive bathing robot. We discuss these domain specific tasks, and open source tools, which can be used to build such HRI systems, as well as indicative results. Sharing such resources can open new perspectives in assistive HRI.

References

[1]
J. Broekens, M. Heerink, and H. Rosendal. Assistive social robots in elderly care: A review. Gerontechnology, 8(2), 2009.
[2]
J. Cassell. Computer vision in human-machine interaction, A framework for gesture generation and interpretation. Cambridge Univ. Press, 1998.
[3]
D. Feil-Seifer and M. J. Mataric. Automated detection and classification of positive versus negative robot interactions with children with autism using distance-based features. In Proc. 6th ACM/IEEE Int'l Conf. Hum.-Robot Interact. (HRI-11), 2011.
[4]
M. A. Goodrich and A. C. Schultz. Human-robot interaction: A survey. Found. trends human-computer Interact., 1(3):203--275, 2007.
[5]
N. Kardaris, I. Rodomagoulakis, V. Pitsikalis, A. Arvanitakis, and P. Maragos. A platform for building new human-computer interface systems that support online automatic recognition of audio-gestural commands. In Proc. ACM on Multimedia Conf., 1169--1173, 2016.
[6]
A. Kotteritzsch and B. Weyers. Assistive technologies for older adults in urban areas: A literature review. Cognitive Computation, 8:299--317, 2016.
[7]
A. Krizhevsky, I. Sutskever, and G. Hinton. Imagenet classification with deep convolutional neural networks. In Proc. Adv. in Neural Inform. Process. Syst., 2012.
[8]
E. Mordoch, A. Osterreicher, L. Guse, K. Roger, and G. Thompson. Use of social commitment robots in the care of elderly people with dementia: A literature review. Maturitas, 74:14--20, 2013.
[9]
J. Werle and K. Hauer. Design of a bath robot system-user definition and user requirements based on international classification of functioning disability and health (ICF). In Proc. RO-MAN, 2016.

Cited By

View all
  • (2024)A Survey of Multimodal Perception Methods for Human–Robot Interaction in Social EnvironmentsACM Transactions on Human-Robot Interaction10.1145/365703013:4(1-50)Online publication date: 29-Apr-2024
  • (2022)ChildBotRobotics and Autonomous Systems10.1016/j.robot.2021.103975150:COnline publication date: 1-Apr-2022
  • (2022)A two-step shapelets based framework for interactional activities recognitionMultimedia Tools and Applications10.1007/s11042-022-11987-081:13(17595-17614)Online publication date: 1-May-2022
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
HRI '17: Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction
March 2017
462 pages
ISBN:9781450348850
DOI:10.1145/3029798
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 March 2017

Check for updates

Author Tags

  1. assistive hri
  2. multimodal audio-gestural recognition

Qualifiers

  • Abstract

Conference

HRI '17
Sponsor:

Acceptance Rates

HRI '17 Paper Acceptance Rate 51 of 211 submissions, 24%;
Overall Acceptance Rate 192 of 519 submissions, 37%

Upcoming Conference

HRI '25
ACM/IEEE International Conference on Human-Robot Interaction
March 4 - 6, 2025
Melbourne , VIC , Australia

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)27
  • Downloads (Last 6 weeks)1
Reflects downloads up to 03 Feb 2025

Other Metrics

Citations

Cited By

View all
  • (2024)A Survey of Multimodal Perception Methods for Human–Robot Interaction in Social EnvironmentsACM Transactions on Human-Robot Interaction10.1145/365703013:4(1-50)Online publication date: 29-Apr-2024
  • (2022)ChildBotRobotics and Autonomous Systems10.1016/j.robot.2021.103975150:COnline publication date: 1-Apr-2022
  • (2022)A two-step shapelets based framework for interactional activities recognitionMultimedia Tools and Applications10.1007/s11042-022-11987-081:13(17595-17614)Online publication date: 1-May-2022
  • (2022)A critical analysis of the representations of older adults in the field of human–robot interactionAI & Society10.1007/s00146-021-01205-037:2(455-465)Online publication date: 1-Jun-2022
  • (2020)I-SupportRobotics and Autonomous Systems10.1016/j.robot.2020.103451126:COnline publication date: 1-Apr-2020
  • (2019)Video Processing and Learning in Assistive Robotic Applications2019 IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2019.8803020(2457-2457)Online publication date: Sep-2019
  • (2018)Multi- View Fusion for Action Recognition in Child-Robot Interaction2018 25th IEEE International Conference on Image Processing (ICIP)10.1109/ICIP.2018.8451146(455-459)Online publication date: Oct-2018
  • (2018)Multimodal Signal Processing and Learning Aspects of Human-Robot Interaction for an Assistive Bathing Robot2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)10.1109/ICASSP.2018.8461568(3171-3175)Online publication date: Apr-2018

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media