Biometric recognition by gait: A survey of modalities and features

P Connor, A Ross - Computer vision and image understanding, 2018 - Elsevier
The scientific literature on automated gait analysis for human recognition has grown
dramatically over the past 15 years. A number of sensing modalities including those based …

Vision-based approaches towards person identification using gait

MH Khan, MS Farid, M Grzegorzek - Computer Science Review, 2021 - Elsevier
Visual surveillance has exponentially increased the growth of security devices and systems
in the digital era. Gait-based person identification is an emerging biometric modality for …

Gait recognition via deep learning of the center-of-pressure trajectory

P Terrier - Applied Sciences, 2020 - mdpi.com
Featured Application Sensing floors combined with pattern recognition and deep learning
could identify individuals by the way they unfold their footsteps on the ground. Abstract The …

Gait identification using limb joint movement and deep machine learning

LK Topham, W Khan, D Al-Jumeily, A Waraich… - IEEE …, 2022 - ieeexplore.ieee.org
Person identification is a key problem in the security domain and may be used to
automatically identify criminals or missing persons. The traditional face matching …

Gait recognition using smartphone

P Fernandez-Lopez, J Liu-Jimenez… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
Gait recognition on smartphones could be considered as one of the most user-friendly
biometric modalities. The main benefit of gait recognition is that it is an unobtrusive biometric …

Optical-based foot plantar pressure measurement system for potential application in human postural control measurement and person identification

T Keatsamarn, S Visitsattapongse, H Aoyama… - Sensors, 2021 - mdpi.com
Plantar pressure, the pressure exerted between the sole and the supporting surface, has
great potentialities in various research fields, including footwear design, biometrics, gait …

Recognition of a person wearing sport shoes or high heels through gait using two types of sensors

M Derlatka, M Bogdan - Sensors, 2018 - mdpi.com
Biometrics is currently an area that is both very interesting as well as rapidly growing.
Among various types of biometrics the human gait recognition seems to be one of the most …

Feature learning networks for floor sensor-based gait recognition

A Salehi, A Roberts, A Phinyomark… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Deep learning (DL) has become a powerful tool in many image classification applications
but often requires large training sets to achieve high accuracy. For applications where the …

Underfoot Pressure-based Left and Right Foot Classification Algorithms: The Impact of Footwear

E Macdonald, R Larracy, A Phinyomark… - IEEE Access, 2023 - ieeexplore.ieee.org
High-resolution plantar pressure recordings have the potential to be used in gait biometrics,
biomechanics, and clinical gait analysis. To accurately assess side-specific patterns and …

Gait representation: From vision-based to floor sensor-based gait recognition

R Larracy, A Phinyomark… - 2023 IEEE Sensors …, 2023 - ieeexplore.ieee.org
Footstep recognition is a form of biometric authentication that verifies or identifies individuals
by their unique underfoot pressure patterns. The selection of an appropriate gait …