A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work

D Sethi, S Bharti, C Prakash - Artificial Intelligence in Medicine, 2022 - Elsevier
Human gait is a periodic motion of body segments—the analysis of motion and related
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …

Recent developments in human gait research: parameters, approaches, applications, machine learning techniques, datasets and challenges

C Prakash, R Kumar, N Mittal - Artificial Intelligence Review, 2018 - Springer
Human gait provides a way of locomotion by combined efforts of the brain, nerves, and
muscles. Conventionally, the human gait has been considered subjectively through visual …

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 …

Unimodal and multimodal biometric sensing systems: a review

MO Oloyede, GP Hancke - IEEE access, 2016 - ieeexplore.ieee.org
Biometric systems are used for the verification and identification of individuals using their
physiological or behavioral features. These features can be categorized into unimodal and …

Human gait recognition: A systematic review

V Rani, M Kumar - Multimedia Tools and Applications, 2023 - Springer
A biometric system is a technology that utilizes an individual's unique physiological and
behavioral characteristics to identify and authenticate them. It falls under the category of …

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 …

[PDF][PDF] Human Gait Recognition Using Deep Learning and Improved Ant Colony Optimization.

A Khan, MA Khan, MY Javed… - … Materials & Continua, 2022 - cdn.techscience.cn
Human gait recognition (HGR) has received a lot of attention in the last decade as an
alternative biometric technique. The main challenges in gait recognition are the change in in …

Lidar-based gait analysis and activity recognition in a 4d surveillance system

C Benedek, B Gálai, B Nagy… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper presents new approaches for gait and activity analysis based on data streams of
a rotating multibeam (RMB) Lidar sensor. The proposed algorithms are embedded into an …

A survey of behavioral biometric gait recognition: Current success and future perspectives

JP Singh, S Jain, S Arora, UP Singh - Archives of Computational Methods …, 2021 - Springer
In today digital society, vulnerability to person authentication is a serious issue in real time
scenarios like (airport, hospital, metro stations, etc.). This issue has increased the growth of …