Applications of pose estimation in human health and performance across the lifespan

J Stenum, KM Cherry-Allen, CO Pyles, RD Reetzke… - Sensors, 2021 - mdpi.com
The emergence of pose estimation algorithms represents a potential paradigm shift in the
study and assessment of human movement. Human pose estimation algorithms leverage …

A survey of human action recognition and posture prediction

N Ma, Z Wu, Y Cheung, Y Guo, Y Gao… - Tsinghua Science …, 2022 - ieeexplore.ieee.org
Human action recognition and posture prediction aim to recognize and predict respectively
the action and postures of persons in videos. They are both active research topics in …

Two-dimensional video-based analysis of human gait using pose estimation

J Stenum, C Rossi, RT Roemmich - PLoS computational biology, 2021 - journals.plos.org
Human gait analysis is often conducted in clinical and basic research, but many common
approaches (eg, three-dimensional motion capture, wearables) are expensive, immobile …

Validation of a 3D markerless system for gait analysis based on OpenPose and two RGB webcams

E D'Antonio, J Taborri, I Mileti, S Rossi… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Markerless human motion capture could be a potential tool for studying body biomechanics.
Despite the extensive previous studies, the design of an accurate markerless system able to …

Pose2Sim: An end-to-end workflow for 3D markerless sports kinematics—Part 1: Robustness

D Pagnon, M Domalain, L Reveret - Sensors, 2021 - mdpi.com
Being able to capture relevant information about elite athletes' movement “in the wild” is
challenging, especially because reference marker-based approaches hinder natural …

Automated gait analysis based on a marker-free pose estimation model

CST Hii, KB Gan, N Zainal, N Mohamed Ibrahim… - Sensors, 2023 - mdpi.com
Gait analysis is an essential tool for detecting biomechanical irregularities, designing
personalized rehabilitation plans, and enhancing athletic performance. Currently, gait …

Concurrent validity of human pose tracking in video for measuring gait parameters in older adults: a preliminary analysis with multiple trackers, viewing angles, and …

S Mehdizadeh, H Nabavi, A Sabo, T Arora… - Journal of …, 2021 - Springer
Background Many of the available gait monitoring technologies are expensive, require
specialized expertise, are time consuming to use, and are not widely available for clinical …

Emerging portable technologies for gait analysis in neurological disorders

C Salchow-Hömmen, M Skrobot… - Frontiers in Human …, 2022 - frontiersin.org
The understanding of locomotion in neurological disorders requires technologies for
quantitative gait analysis. Numerous modalities are available today to objectively capture …

Evaluation of arm swing features and asymmetry during gait in Parkinson's disease using the azure kinect sensor

C Ferraris, G Amprimo, G Masi, L Vismara… - Sensors, 2022 - mdpi.com
Arm swinging is a typical feature of human walking: Continuous and rhythmic movement of
the upper limbs is important to ensure postural stability and walking efficiency. However …

IoT-enabled gait assessment: the next step for habitual monitoring

F Young, R Mason, RE Morris, S Stuart, A Godfrey - Sensors, 2023 - mdpi.com
Walking/gait quality is a useful clinical tool to assess general health and is now broadly
described as the sixth vital sign. This has been mediated by advances in sensing …