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Poster: An Online Approach for Gait Recognition on Smart Glasses

Published: 01 November 2015 Publication History
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  • Abstract

    With the fast development and increasing population of the wearable devices involves in our daily life, the security of the privacy information on those devices is attracting significant attentions. One of the possible solution is to enable the devices to recognise the real owner with authentication system. Biometrics recognition is popular used for authentication systems. The biometrics used including faces, fingerprints, gait cycles and etc. Using gait cycles as the criteria for identities recognition is superior than other biometrics as the gait information can be collected by the IMU sensors which are most popular embedded on portable devices and they cannot be reproduced by the invaders. We propose, Securitas, the continuous authentication system exploits the information from IMU sensors on the smart glasses to distinguish different wearers.

    References

    [1]
    S. Bamberg, A. Benbasat, D. Scarborough, D. Krebs, and J. Paradiso. Gait analysis using a shoe-integrated wireless sensor system. Information Technology in Biomedicine, IEEE Transactions on, 12(4):413--423, July 2008.
    [2]
    C. Cornelius, R. Peterson, J. Skinner, R. Halter, and D. Kotz. A wearable system that knows who wears it. In Proceedings of the 12th annual international conference on Mobile systems, applications, and services, pages 55--67. ACM, 2014.
    [3]
    M. B. Crouse, K. Chen, and H. Kung. Gait recognition using encodings with flexible similarity measures.

    Cited By

    View all
    • (2023)Continuous Authentication Using Human-Induced Electric PotentialProceedings of the 39th Annual Computer Security Applications Conference10.1145/3627106.3627124(409-423)Online publication date: 4-Dec-2023
    • (2021)IMFi: IMU-WiFi based Cross-modal Gait Recognition System with Hot-Deployment2021 17th International Conference on Mobility, Sensing and Networking (MSN)10.1109/MSN53354.2021.00052(279-286)Online publication date: Dec-2021
    • (2020)VIMESProceedings of the 28th ACM International Conference on Multimedia10.1145/3394171.3413663(3191-3200)Online publication date: 12-Oct-2020
    • Show More Cited By

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    1. Poster: An Online Approach for Gait Recognition on Smart Glasses

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        cover image ACM Conferences
        SenSys '15: Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems
        November 2015
        526 pages
        ISBN:9781450336314
        DOI:10.1145/2809695
        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 November 2015

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        Author Tags

        1. gait recognition
        2. smart glasses
        3. sparse representation

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        SenSys '15 Paper Acceptance Rate 27 of 132 submissions, 20%;
        Overall Acceptance Rate 174 of 867 submissions, 20%

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        Cited By

        View all
        • (2023)Continuous Authentication Using Human-Induced Electric PotentialProceedings of the 39th Annual Computer Security Applications Conference10.1145/3627106.3627124(409-423)Online publication date: 4-Dec-2023
        • (2021)IMFi: IMU-WiFi based Cross-modal Gait Recognition System with Hot-Deployment2021 17th International Conference on Mobility, Sensing and Networking (MSN)10.1109/MSN53354.2021.00052(279-286)Online publication date: Dec-2021
        • (2020)VIMESProceedings of the 28th ACM International Conference on Multimedia10.1145/3394171.3413663(3191-3200)Online publication date: 12-Oct-2020
        • (2018)Continuous Authentication Using Eye Movement Response of Implicit Visual StimuliProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/31614101:4(1-22)Online publication date: 8-Jan-2018
        • (2017)An Offensive and Defensive Exposition of Wearable ComputingACM Computing Surveys10.1145/313383750:6(1-39)Online publication date: 22-Nov-2017

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