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3D mapping of visual attention for smart rehabilitation

Published: 01 July 2015 Publication History

Abstract

The estimation of human attention as input modality has been suggested as a method for an advanced human-computer interaction. With an increasing interest and development of augmented reality tools, the advent of Microsoft HoloLens glasses and increasingly affordable wearable eye-tracking devices, monitoring the human attention will soon become ubiquitous. Also visual heat-maps have become very popular and simpler to create in the 2D space over the last few years. They are very compelling and can be effective in summarizing and communicating data. The innovation in our work is the implementation of visual 3D heat-maps of the real world combined with advanced Computer Vision libraries. Finally, we have incorporated the visual 3D heat-maps for rehabilitation purposes that deal with the loss of concentration in children with learning disabilities, or disabled patients to select items of interest for them across a room.

References

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A. Faro, D. Giordano, C. Pino, and C. Spampinato. Visual attention for implicit relevance feedback in a content based image retrieval. In Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, ETRA '10, pages 73--76, New York, NY, USA, 2010. ACM.
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C. McMurrough, C. Conly, V. Athitsos, and F. Makedon. 3d point of gaze estimation using head-mounted rgb-d cameras. In Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility, ASSETS '12, pages 283--284, New York, NY, USA, 2012. ACM.
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S. Phan, A. Lioulemes, C. Lutterodt, F. Makedon, and V. Metsis. Guided physical therapy through the use of the barrett wam robotic arm. In Haptic, Audio and Visual Environments and Games (HAVE), 2014 IEEE International Symposium on, pages 24--28, Oct 2014.

Cited By

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  • (2016)A Survey of Sensing Modalities for Human Activity, Behavior, and Physiological MonitoringProceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments10.1145/2910674.2910711(1-8)Online publication date: 29-Jun-2016
  • (2016)Adaptive User and Haptic Interfaces for Smart Assessment and TrainingCompanion Publication of the 21st International Conference on Intelligent User Interfaces10.1145/2876456.2876463(130-133)Online publication date: 7-Mar-2016
  • (2016)MAGNI: A Real-Time Robot-Aided Game-Based Tele-Rehabilitation SystemUniversal Access in Human-Computer Interaction. Users and Context Diversity10.1007/978-3-319-40238-3_33(344-354)Online publication date: 21-Jun-2016

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Published In

cover image ACM Other conferences
PETRA '15: Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments
July 2015
526 pages
ISBN:9781450334525
DOI:10.1145/2769493
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

  • NSF: National Science Foundation
  • University of Texas at Austin: University of Texas at Austin
  • Univ. of Piraeus: University of Piraeus
  • NCRS: Demokritos National Center for Scientific Research
  • Ionian: Ionian University, GREECE

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 July 2015

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Author Tags

  1. eye-tracking
  2. gaze estimation and attention
  3. human-computer interaction

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  • Poster

Funding Sources

  • National Science Foundation (NSF)

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PETRA '15
Sponsor:
  • NSF
  • University of Texas at Austin
  • Univ. of Piraeus
  • NCRS
  • Ionian

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Cited By

View all
  • (2016)A Survey of Sensing Modalities for Human Activity, Behavior, and Physiological MonitoringProceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments10.1145/2910674.2910711(1-8)Online publication date: 29-Jun-2016
  • (2016)Adaptive User and Haptic Interfaces for Smart Assessment and TrainingCompanion Publication of the 21st International Conference on Intelligent User Interfaces10.1145/2876456.2876463(130-133)Online publication date: 7-Mar-2016
  • (2016)MAGNI: A Real-Time Robot-Aided Game-Based Tele-Rehabilitation SystemUniversal Access in Human-Computer Interaction. Users and Context Diversity10.1007/978-3-319-40238-3_33(344-354)Online publication date: 21-Jun-2016

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