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Authors: Josselyn Le Moing and Ingo Stengel

Affiliation: Plymouth University, United Kingdom

Keyword(s): Gait Recognition, Biometric Authentication, Accelerometer.

Related Ontology Subjects/Areas/Topics: Access Control ; Data Engineering ; Databases and Data Security ; Feature Selection and Extraction ; Information and Systems Security ; Internet Technology ; Pattern Recognition ; Theory and Methods ; Web Information Systems and Technologies

Abstract: This paper aims to identify the impacts of a couple of parameters on gait recognition when a build-in smartphone accelerometer is used. The use of different types of shoes impacts significantly gait recognition while the matching rate on a different surface e.g. grass has only a minor impact. A correlation between accelerometer’s data and the phone position was identified. For this, data originating from the Z-axis as well as from the X-Y-Z –axis was used together with Dynamic Time Warping (DTW) for template generation and matching tests.

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Paper citation in several formats:
Le Moing, J. and Stengel, I. (2015). The Smartphone as a Gait Recognition Device - Impact of Selected Parameters on Gait Recognition. In Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-081-9; ISSN 2184-4356, SciTePress, pages 322-328. DOI: 10.5220/0005243003220328

@conference{icissp15,
author={Josselyn {Le Moing}. and Ingo Stengel.},
title={The Smartphone as a Gait Recognition Device - Impact of Selected Parameters on Gait Recognition},
booktitle={Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP},
year={2015},
pages={322-328},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005243003220328},
isbn={978-989-758-081-9},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP
TI - The Smartphone as a Gait Recognition Device - Impact of Selected Parameters on Gait Recognition
SN - 978-989-758-081-9
IS - 2184-4356
AU - Le Moing, J.
AU - Stengel, I.
PY - 2015
SP - 322
EP - 328
DO - 10.5220/0005243003220328
PB - SciTePress

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