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

3D Tracking of Human Motion Using Visual Skeletonization and Stereoscopic Vision

(2020) Matteo Zago et al.   Frontiers in Bioengineering and Biotechnology

Verification of reliability and validity of motion analysis systems during bilateral squat using human pose tracking algorithm

(2020) Megumi Ota et al.   GAIT & POSTURE

Deep neural networks enable quantitative movement analysis using single-camera videos

(2020) Łukasz Kidziński et al.   Nature Communications

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

(2019) Tanmay Nath et al.   Nature Protocols

Pose estimates from online videos show that side-by-side walkers synchronize movement under naturalistic conditions

(2019) Claire Chambers et al.   PLoS One

Calibrated and synchronized multi-view video and motion capture dataset for evaluation of gait recognition

(2019) Bogdan Kwolek et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Quantifying normal and parkinsonian gait features from home movies: Practical application of a deep learning–based 2D pose estimator

(2019) Kenichiro Sato et al.   PLoS One

View-invariant gait recognition based on kinect skeleton feature

(2018) Jiande Sun et al.   MULTIMEDIA TOOLS AND APPLICATIONS

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

(2018) Alexander Mathis et al.   NATURE NEUROSCIENCE

Three-dimensional cameras and skeleton pose tracking for physical function assessment: A review of uses, validity, current developments and Kinect alternatives

(2018) Ross A. Clark et al.   GAIT & POSTURE

EgoCap

(2016) Helge Rhodin et al.   ACM TRANSACTIONS ON GRAPHICS

Three dimensional multi-segmental trunk kinematics and kinetics during gait: Test-retest reliability and minimal detectable change

(2016) Rita Fernandes et al.   GAIT & POSTURE

Classification of Normal and Pathological Gait in Young Children Based on Foot Pressure Data

(2016) Guodong Guo et al.   NEUROINFORMATICS

Accuracy of the Microsoft Kinect™ for measuring gait parameters during treadmill walking

(2015) Xu Xu et al.   GAIT & POSTURE

Gait assessment using the Microsoft Xbox One Kinect: Concurrent validity and inter-day reliability of spatiotemporal and kinematic variables

(2015) Benjamin F. Mentiplay et al.   JOURNAL OF BIOMECHANICS

A framework for gait-based recognition using Kinect

(2015) Dimitris Kastaniotis et al.   PATTERN RECOGNITION LETTERS

Kinematic Validation of a Multi-Kinect v2 Instrumented 10-Meter Walkway for Quantitative Gait Assessments

(2015) Daphne J. Geerse et al.   PLoS One

Silhouette-based gait recognition via deterministic learning

(2014) Wei Zeng et al.   PATTERN RECOGNITION

Test–retest reliability of three dimensional gait analysis: Including a novel approach to visualising agreement of gait cycle waveforms with Bland and Altman plots

(2013) Dara Meldrum et al.   GAIT & POSTURE

Accuracy and repeatability of joint angles measured using a single camera markerless motion capture system

(2013) Anne Schmitz et al.   JOURNAL OF BIOMECHANICS

Hierarchical pose estimation for human gait analysis

(2012) Jens Spehr et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Reliability and minimal detectible change values for gait kinematics and kinetics in healthy adults

(2011) Jason M. Wilken et al.   GAIT & POSTURE

Gait flow image: A silhouette-based gait representation for human identification

(2010) Toby H.W. Lam et al.   PATTERN RECOGNITION

The reliability of three-dimensional kinematic gait measurements: A systematic review

(2008) Jennifer L. McGinley et al.   GAIT & POSTURE

Two simple methods for determining gait events during treadmill and overground walking using kinematic data

(2007) J.A. Zeni et al.   GAIT & POSTURE