Human gait analysis in neurodegenerative diseases: a review

G Cicirelli, D Impedovo, V Dentamaro… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
This paper reviews the recent literature on technologies and methodologies for quantitative
human gait analysis in the context of neurodegenerative diseases. The use of technological …

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 …

Overview of movement analysis and gait features

R Best, R Begg - … for movement sciences: neural networks and other …, 2006 - igi-global.com
This chapter provides an overview of the commonly used motion analysis approaches and
techniques and the key features that are extracted from movement patterns for …

Extracting a diagnostic gait signature

H Lakany - Pattern recognition, 2008 - Elsevier
This research addresses the question of the existence of prominent diagnostic signatures for
human walking extracted from kinematics gait data. The proposed method is based on …

Human gait activity recognition machine learning methods

J Slemenšek, I Fister, J Geršak, B Bratina… - Sensors, 2023 - mdpi.com
Human gait activity recognition is an emerging field of motion analysis that can be applied in
various application domains. One of the most attractive applications includes monitoring of …

Automatic recognition of gait patterns in human motor disorders using machine learning: A review

J Figueiredo, CP Santos, JC Moreno - Medical engineering & physics, 2018 - Elsevier
Background automatic recognition of human movement is an effective strategy to assess
abnormal gait patterns. Machine learning approaches are mainly applied due to their ability …

Toward pervasive gait analysis with wearable sensors: A systematic review

S Chen, J Lach, B Lo, GZ Yang - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
After decades of evolution, measuring instruments for quantitative gait analysis have
become an important clinical tool for assessing pathologies manifested by gait …

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 …

Automatic detection of temporal gait parameters in poststroke individuals

P Lopez-Meyer, GD Fulk… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Approximately one-third of people who recover from a stroke require some form of
assistance to walk. Repetitive task-oriented rehabilitation interventions have been shown to …

Segmentation and classification of gait cycles

V Agostini, G Balestra, M Knaflitz - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Gait abnormalities can be studied by means of instrumented gait analysis. Foot-switches are
useful to study the foot-floor contact and for timing the gait phases in many gait disorders …