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Non-invasive optical detection of hand gestures

Published: 09 March 2015 Publication History

Abstract

In this paper we present a novel type of sensing technology for hand and finger gesture recognition that utilizes light in the invisible spectrum to detect changes in position and form of body tissue like tendons and muscles. The proposed system can be easily integrated with existing wearable devices. Our approach not only enables gesture recognition but it could potentially double to perform a variety of health related monitoring tasks (e.g. heart rate, stress).

References

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Harrison, C., Tan, D., and Morris, D. Skinput: appropriating the body as an input surface. In Proc. CHI '10, ACM (2010), 453--462.
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Way, D., and Paradiso, J. A usability user study concerning free-hand microgesture and wrist-worn sensors. In Proc. BSN '14
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Nuwer, R. Armband adds a twitch to gesture control. New Scientist 217, 2906 (2013), 21.
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Perng, J. K., Pister, K. S., Fisher, B., and Hollar, S. Acceleration sensing glove. In ISWC '09, 178--178.
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Rekimoto, J. Gesturewrist and gesturepad: Unobtrusive wearable interaction devices. In ISWC '01, 21--27.
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Dementyev, Artem and Paradiso, Joseph A. WristFlex: Low-power Gesture Input with Wrist-worn Pressure Sensors. UIST '14, 161--166
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Fukui, R., Watanabe, M., Gyota, T., Shimosaka, M., and Sato, T. Hand shape classification with a wrist contour sensor: development of a prototype device. In Proc. Ubicomp '11, 311--314.

Cited By

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  • (2023)Real-Time Monocular Skeleton-Based Hand Gesture Recognition Using 3D-JointsformerSensors10.3390/s2316706623:16(7066)Online publication date: 10-Aug-2023
  • (2023)Reduce System Redundancy and Optimize Sensor Disposition for EMG–IMU Multimodal Fusion Human–Machine Interfaces With XAIIEEE Transactions on Instrumentation and Measurement10.1109/TIM.2022.323215972(1-9)Online publication date: 2023
  • (2023)Wearable Sensors-Based Hand Gesture Recognition for Human–Robot Collaboration in ConstructionIEEE Sensors Journal10.1109/JSEN.2022.322280123:1(495-505)Online publication date: 1-Jan-2023
  • Show More Cited By

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  1. Non-invasive optical detection of hand gestures

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    Information & Contributors

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    Published In

    cover image ACM Other conferences
    AH '15: Proceedings of the 6th Augmented Human International Conference
    March 2015
    241 pages
    ISBN:9781450333498
    DOI:10.1145/2735711
    • General Chairs:
    • Suranga Nanayakkara,
    • Ellen Yi-Luen Do,
    • Program Chairs:
    • Jun Rekimoto,
    • Jochen Huber,
    • Bing-Yu Chen
    Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 09 March 2015

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    Author Tags

    1. NIR
    2. gesture sensing
    3. input technologies
    4. machine learning
    5. optical imaging
    6. wrist interface

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    • Research-article

    Conference

    AH '15
    AH '15: The 6th Augmented Human International Conference
    March 9 - 11, 2015
    Singapore, Singapore

    Acceptance Rates

    Overall Acceptance Rate 121 of 306 submissions, 40%

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    Cited By

    View all
    • (2023)Real-Time Monocular Skeleton-Based Hand Gesture Recognition Using 3D-JointsformerSensors10.3390/s2316706623:16(7066)Online publication date: 10-Aug-2023
    • (2023)Reduce System Redundancy and Optimize Sensor Disposition for EMG–IMU Multimodal Fusion Human–Machine Interfaces With XAIIEEE Transactions on Instrumentation and Measurement10.1109/TIM.2022.323215972(1-9)Online publication date: 2023
    • (2023)Wearable Sensors-Based Hand Gesture Recognition for Human–Robot Collaboration in ConstructionIEEE Sensors Journal10.1109/JSEN.2022.322280123:1(495-505)Online publication date: 1-Jan-2023
    • (2022)Detection of the level of attention in children with ADHD through brain waves and corporal postureJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-21924242:5(4531-4540)Online publication date: 1-Jan-2022
    • (2022)DiscoBand: Multiview Depth-Sensing Smartwatch Strap for Hand, Body and Environment TrackingProceedings of the 35th Annual ACM Symposium on User Interface Software and Technology10.1145/3526113.3545634(1-13)Online publication date: 29-Oct-2022
    • (2022)Emerging Wearable Interfaces and Algorithms for Hand Gesture Recognition: A SurveyIEEE Reviews in Biomedical Engineering10.1109/RBME.2021.307819015(85-102)Online publication date: 2022
    • (2020)PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity SensingSensors10.3390/s2014399020:14(3990)Online publication date: 17-Jul-2020
    • (2020)Back-Hand-PoseProceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology10.1145/3379337.3415897(1147-1160)Online publication date: 20-Oct-2020
    • (2018)CapBandProceedings of the 16th ACM Conference on Embedded Networked Sensor Systems10.1145/3274783.3274854(54-67)Online publication date: 4-Nov-2018
    • (2018)IndutivoProceedings of the 31st Annual ACM Symposium on User Interface Software and Technology10.1145/3242587.3242662(321-333)Online publication date: 11-Oct-2018
    • Show More Cited By

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