A survey on gait recognition via wearable sensors

MD Marsico, A Mecca - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Gait is a biometric trait that can allow user authentication, though it is classified as a “soft”
one due to a certain lack in permanence and to sensibility to specific conditions. The earliest …

Data preprocessing and feature selection techniques in gait recognition: A comparative study of machine learning and deep learning approaches

A Parashar, A Parashar, W Ding, M Shabaz… - Pattern Recognition …, 2023 - Elsevier
The study of gait recognition, a biometric application that identifies individuals based on their
unique walking patterns, is an evolving field. In this paper, we conduct a literature review to …

Continuous user authentication using smartwatch motion sensor data

N Al-Naffakh, N Clarke, F Li - Trust Management XII: 12th IFIP WG 11.11 …, 2018 - Springer
Smartwatches, which contain an accelerometer and gyroscope, have recently been used to
implement gait/activity-based biometrics. However, many research questions have not been …

Heterogeneous sensing data analysis for commercial waste collection

F Melakessou, P Kugener, N Alnaffakh, S Faye… - Sensors, 2020 - mdpi.com
Waste collection has become a major issue all over the world, especially when it is offered
as a service for businesses; unlike public waste collection where the parameters are …

Real-world continuous smartwatch-based user authentication

N Al-Naffakh, N Clarke, F Li… - The Computer …, 2025 - academic.oup.com
User authentication is often regarded as the “gatekeeper” of cyber security. It has, however,
long suffered from significant usability issues that have resulted in research focussing upon …

Heterogeneous Recognition of Human Activity with CNN and RNN-based Networks using Smartphone and Smartwatch Sensors

S Mekruksavanich, P Jantawong… - … Conference on Big …, 2022 - ieeexplore.ieee.org
With ongoing advancements in remote sensor technologies, the concept of wearable
sensors has gained widespread acceptance and grown ubiquitous due to its broad …

A report on behavior-based implicit continuous biometric authentication for smart phone

V P. R, U Gopalakrishnan - … Vision and Image Processing: Proceedings of …, 2020 - Springer
Continuous authentication mechanism is gaining popularity in the recent days as the
conventional mechanism of authentication is difficult for the user to memorize, such as the …

Activity-Based User Authentication Using Smartwatches

NH Al-Naffakh - 2020 - pearl.plymouth.ac.uk
Smartwatches, which contain an accelerometer and gyroscope, have recently been used to
implement gait and gesture-based biometrics; however, the prior studies have long …

Biometric walk recognizer. Research and results on wearable sensor-based gait recognition

A Mecca - 2019 - iris.uniroma1.it
Gait is a biometric trait that can allow user authentication, though being classified as a" soft"
one due to a certain lack in permanence, and to sensibility to specific conditions. The …

A Study on Estimation of Gait Acceleration Signal Using Gait Video Signal in Wearable Device

D Lee, W Choi, DH Lee - Journal of the Korea Institute of …, 2017 - koreascience.kr
Researches that apply the acceleration signal due to user's gait measured at the wearable
device to the authentication technology are being introduced recently. The gait acceleration …