Pace independent mobile gait biometrics

Y Zhong, Y Deng, G Meltzner - … conference on biometrics …, 2015 - ieeexplore.ieee.org
… We move forward the state of the art for accelerometersbased gait biometrics in the … walking
pace compensated gait biometrics using accelerometer data from a casually carried mobile

Gait-id on the move: Pace independent human identification using cell phone accelerometer dynamics

F Juefei-Xu, C Bhagavatula, A Jaech… - … on Biometrics …, 2012 - ieeexplore.ieee.org
… based, pace independent gait recognition framework using … spectrogram analysis on our
gait acceleration database with … To be more specific, for normal to normal pace matching, we …

Sensor orientation invariant mobile gait biometrics

Y Zhong, Y Deng - … international joint conference on biometrics, 2014 - ieeexplore.ieee.org
… For a mobile device based gait biometrics system to succeed … in sensor orientation due to
casual handling of mobile devices. … Savvides, Gait-ID on the move: Pace independent human …

[PDF][PDF] Toward Practical Mobile Gait Biometrics

Y Zhong, Y Deng - Mobile Biometrics, 2017 - researchgate.net
… representation that is invariant to sensor rotation and walking pace. Section 4 details our
approach to pace independent mobile gait biometrics. Section 5 presents our experiments and …

Biometric recognition by gait: A survey of modalities and features

P Connor, A Ross - Computer vision and image understanding, 2018 - Elsevier
… biomechanics of gait. … gait recognition, and discuss recent work on gait spoofing and
obfuscation. Finally, we enumerate the challenges and open problems in the field of gait recognition

A continuous smartphone authentication method based on gait patterns and keystroke dynamics

I Lamiche, G Bin, Y Jing, Z Yu, A Hadid - Journal of Ambient Intelligence …, 2019 - Springer
… (Zhong et al. 2015) proposed a new pace independent mobile gait biometric algorithm to …
The performance analysis of the algorithm on a realistic mobile gait dataset, which contained …

Wearables for independent living in older adults: Gait and falls

A Godfrey - Maturitas, 2017 - Elsevier
… absolute detection and/or contextual recognition when gait is performed, eg indoor within …
gait models. In brief, 16 spatio- temporal gait characteristics can be mapped to 5 domains: pace

PACE: Providing Authentication through Computational Gait Evaluation with Deep learning

J Rodriguez, JH Youn - … Protocol Design for Mobile Networks and Mobile …, 2023 - dl.acm.org
… tation of gait recognition systems. Their findings suggest that gait recognition systems
can be robust against impersonation attacks, further strengthening the case for gait-based …

GaitCode: Gait-based continuous authentication using multimodal learning and wearable sensors

I Papavasileiou, Z Qiao, C Zhang, W Zhang, J Bi, S Han - Smart Health, 2021 - Elsevier
Gait biometrics have attracted tremendous research … on mobile devices, and the increasing
popularity and usability of … when a gait authentication model is trained only on one pace, the …

Influence of different walking speeds and surfaces on accelerometer-based biometric gait recognition

M Muaaz, C Nickel - 2012 35th International Conference on …, 2012 - ieeexplore.ieee.org
… (ie person is sitting, standing still, walking at slow fast or normal pace) is a necessary step
in gait recognition. All previous studies under the wearable sensor category focused on the …