Vision-based gait recognition: A survey

JP Singh, S Jain, S Arora, UP Singh - Ieee Access, 2018 - ieeexplore.ieee.org
In the digital world of today, global security issues have given rise to video surveillance
devices. Gait-based human recognition is an emerging behavioral biometric trait for …

Robust gait recognition: a comprehensive survey

I Rida, N Almaadeed, S Almaadeed - IET Biometrics, 2019 - Wiley Online Library
Gait recognition has emerged as an attractive biometric technology for the identification of
people by analysing the way they walk. However, one of the main challenges of the …

Idnet: Smartphone-based gait recognition with convolutional neural networks

M Gadaleta, M Rossi - Pattern Recognition, 2018 - Elsevier
Here, we present IDNet, a user authentication framework from smartphone-acquired motion
signals. Its goal is to recognize a target user from their way of walking, using the …

Multi-view gait image generation for cross-view gait recognition

X Chen, X Luo, J Weng, W Luo, H Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Gait recognition aims to recognize persons' identities by walking styles. Gait recognition has
unique advantages due to its characteristics of non-contact and long-distance compared …

Person re-identification by unsupervised video matching

X Ma, X Zhu, S Gong, X Xie, J Hu, KM Lam, Y Zhong - Pattern Recognition, 2017 - Elsevier
Most existing person re-identification (ReID) methods rely only on the spatial appearance
information from either one or multiple person images, whilst ignore the space-time cues …

A general tensor representation framework for cross-view gait recognition

X Ben, P Zhang, Z Lai, R Yan, X Zhai, W Meng - Pattern Recognition, 2019 - Elsevier
Tensor analysis methods have played an important role in identifying human gaits using
high dimensional data. However, when view angles change, it becomes more and more …

Human Gait Analysis: A Sequential Framework of Lightweight Deep Learning and Improved Moth‐Flame Optimization Algorithm

MA Khan, H Arshad, R Damaševičius… - Computational …, 2022 - Wiley Online Library
Human gait recognition has emerged as a branch of biometric identification in the last
decade, focusing on individuals based on several characteristics such as movement, time …

Human gait analysis for osteoarthritis prediction: A framework of deep learning and kernel extreme learning machine

MA Khan, S Kadry, P Parwekar… - Complex & Intelligent …, 2021 - Springer
Human gait analysis is a novel topic in the field of computer vision with many famous
applications like prediction of osteoarthritis and patient surveillance. In this application, the …

Prosperous human gait recognition: An end-to-end system based on pre-trained CNN features selection

A Mehmood, MA Khan, M Sharif, SA Khan… - Multimedia Tools and …, 2024 - Springer
Abstract Human Gait Recognition (HGR) is a biometric approach, widely used for security
purposes from the past few decades. In HGR, the change in an individual walk along with …

Human body part selection by group lasso of motion for model-free gait recognition

I Rida, X Jiang, GL Marcialis - IEEE Signal Processing Letters, 2015 - ieeexplore.ieee.org
Gait recognition is an emerging biometric technology that identifies people through the
analysis of the way they walk. The challenge of model-free based gait recognition is to cope …