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EOG Glasses: an Eyewear Platform for Cognitive and Social Interaction Assessments in the Wild

Published: 01 October 2019 Publication History

Abstract

In this work we present the smart eyewear demo setup consisting of the software platform for cognitive and social interaction assessments in the wild, with several application cases and a demonstration of activity recognition in real-time. The platform is designed to work with Jins MEME, smart EOG enabled glasses, The user software is capable data logging, posture tracking and recognition of several activities, such as talking, reading and blinking. In this work we present several applications and studies that the platform has been used for.

References

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Oliver Amft, Florian Wahl, Shoya Ishimaru, and Kai Kunze. 2015. Making regular eyeglasses smart. IEEE Pervasive Computing 14, 3 (2015), 32--43.
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Carlos Toshinori Ishi, Hiroshi Ishiguro, and Norihiro Hagita. 2014. Analysis of relationship between head motion events and speech in dialogue conversations. Speech Communication 57 (2014), 233--243.
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Shoya Ishimaru, Kai Kunze, Koichi Kise, Jens Weppner, Andreas Dengel, Paul Lukowicz, and Andreas Bulling. 2014. In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass. (2014), 15.
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Gloria Mark, Shamsi T. Iqbal, Mary Czerwinski, and Paul Johns. 2015. Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications. CSCW '15 Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (2015), 903--916. https://doi.org/10.1145/2675133.2675221
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Evelyn Z McClave. 2000. Linguistic functions of head movements in the context of speech. Journal of pragmatics 32, 7 (2000), 855--878.
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Tamami Nakano, Nobumasa Kato, and Shigeru Kitazawa. 2011. Lack of eyeblink entrainments in autism spectrum disorders. Neuropsychologia 49, 9 (2011), 2784--2790. https://doi.org/10.1016/j.neuropsychologia.2011.06.007
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Sarah Shultz, Ami Klin, and Warren Jones. 2011. Inhibition of eye blinking reveals subjective perceptions of stimulus salience. Proceedings of the National Academy of Sciences 108, 52 (2011), 21270--21275.
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Benjamin Tag, Andrew W Vargo, Aman Gupta, George Chernyshov, Kai Kunze, and Tilman Dingler. 2019. Continuous Alertness Assessments: Using EOG Glasses to Unobtrusively Monitor Fatigue Levels In-The-Wild. (2019), 464.

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cover image ACM Conferences
MobileHCI '19: Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services
October 2019
646 pages
ISBN:9781450368254
DOI:10.1145/3338286
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.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 October 2019

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Author Tags

  1. activity recognition
  2. cognition awareness
  3. eye wear

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  • Demonstration
  • Research
  • Refereed limited

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MobileHCI '19
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Overall Acceptance Rate 202 of 906 submissions, 22%

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  • (2022)EmoGlass: an End-to-End AI-Enabled Wearable Platform for Enhancing Self-Awareness of Emotional HealthProceedings of the 2022 CHI Conference on Human Factors in Computing Systems10.1145/3491102.3501925(1-19)Online publication date: 29-Apr-2022
  • (2022)Out-of-the-Lab Pervasive ComputingIEEE Pervasive Computing10.1109/MPRV.2022.314710521:1(7-8)Online publication date: 1-Jan-2022
  • (2021)Prototyping Smart Eyewear with Capacitive Sensing for Facial and Head Gesture DetectionAdjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers10.1145/3460418.3479361(476-480)Online publication date: 21-Sep-2021
  • (2021)Boiling Mind - A Dataset of Physiological Signals during an Exploratory Dance PerformanceProceedings of the Augmented Humans International Conference 202110.1145/3458709.3459006(301-303)Online publication date: 22-Feb-2021
  • (2021)JINSense: Repurposing Electrooculography Sensors on Smart Glass for Midair Gesture and Context SensingExtended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems10.1145/3411763.3451741(1-6)Online publication date: 8-May-2021
  • (2020)Sleepy watchAdjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers10.1145/3410530.3414415(9-12)Online publication date: 10-Sep-2020

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