Deep gait recognition: A survey

A Sepas-Moghaddam, A Etemad - IEEE transactions on pattern …, 2022 - ieeexplore.ieee.org
Gait recognition is an appealing biometric modality which aims to identify individuals based
on the way they walk. Deep learning has reshaped the research landscape in this area …

Intra-class variations with deep learning-based gait analysis: A comprehensive survey of covariates and methods

A Parashar, RS Shekhawat, W Ding, I Rida - Neurocomputing, 2022 - Elsevier
Gait recognition is an essential biometric technique that recognizes humans at a distance
through their unique walking style. In the present era of deep learning, automated gait …

Deep learning-based gait recognition using smartphones in the wild

Q Zou, Y Wang, Q Wang, Y Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Compared to other biometrics, gait is difficult to conceal and has the advantage of being
unobtrusive. Inertial sensors, such as accelerometers and gyroscopes, are often used to …

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 …

View-invariant gait recognition with attentive recurrent learning of partial representations

A Sepas-Moghaddam, A Etemad - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Gait recognition refers to the identification of individuals based on features acquired from
their body movement during walking. Despite the recent advances in gait recognition with …

Real-time gait biometrics for surveillance applications: A review

A Parashar, A Parashar, AF Abate… - Image and Vision …, 2023 - Elsevier
Deep learning (DL) pipelines have evolved for over a decade now and are efficient at
solving many challenging problems of image and signal processing applications. Designing …

Gait recognition based on deep learning: a survey

CFG Santos, DDS Oliveira, LA Passos… - arXiv preprint arXiv …, 2022 - arxiv.org
In general, biometry-based control systems may not rely on individual expected behavior or
cooperation to operate appropriately. Instead, such systems should be aware of malicious …

[HTML][HTML] Monitoring indoor people presence in buildings using low-cost infrared sensor array in doorways

C Perra, A Kumar, M Losito, P Pirino, M Moradpour… - Sensors, 2021 - mdpi.com
We propose a device for monitoring the number of people who are physically present inside
indoor environments. The device performs local processing of infrared array sensor data …

Gait recognition based on deep learning: a survey

C Filipi Gonçalves dos Santos, DS Oliveira… - ACM Computing …, 2022 - dl.acm.org
In general, biometry-based control systems may not rely on individual expected behavior or
cooperation to operate appropriately. Instead, such systems should be aware of malicious …

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 …