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2025
Markerless Motion Capture Parameters Associated with Fall Risk or Frailty: A Scoping Review
Sensors
2025
Construct validity of markerless three-dimensional gait biomechanics in healthy older adults
Gait & Posture
2025
Gait, Balance, and Mobility Analysis
2025
Validation of Devices for the Five Times Sit To Stand Test: Comparing Plantar Pressure and Head Motion Analysis with Manual Measurement
Yonsei Medical Journal
2025
Gait tracking in dogs using DeepLabCut: A markerless machine learning approach for controlled settings
Applied Animal Behaviour Science
2025
A Feasible Low-Cost System for Kinematic and Kinetic Analysis of Sit-to-Stand Movement
Journal of Biomechanical Engineering
2025
Reliability and validity of a video-based markerless motion capture system in young healthy subjects
Heliyon
2025
Concurrent validity of Theia3D markerless motion capture for detecting sagittal kinematic differences between gait speeds
Journal of Sports Sciences
2025
Comparison of Markerless and Conventional Marker‐Based Shoulder Kinematics Models During Activities of Daily Living in Patients With Glenohumeral Osteoarthritis
Journal of Orthopaedic Research
2025
The inter-trial and inter-session reliability of Theia3D-derived markerless gait analysis in tight versus loose clothing
PeerJ
2025
From marker to markerless: Validating DeepLabCut for 2D sagittal plane gait analysis in adults and newly walking toddlers
Journal of Biomechanics
2025
Accurate Tracking of Locomotory Kinematics in Mice Moving Freely in Three-Dimensional Environments
eneuro
2025
Anatomical-Marker-Driven 3D Markerless Human Motion Capture
IEEE Journal of Biomedical and Health Informatics
2025
Artificial intelligence-enhanced 3D gait analysis with a single consumer-grade camera
Journal of Biomechanics
2025
BiCap: A novel bi-modal dataset of daily living dual-arm manipulation actions
The International Journal of Robotics Research
2025
Quantifying performance in racket sports: The need for greater context
International Journal of Sports Science & Coaching
2025
Comparative Kinematic Analysis of Patellar vs. Hamstring Autografts in ACL Reconstruction on Side-Hop Test Performance
Applied Sciences
2025
Gait detection of lower limb exoskeleton robot integrating visual perception and geometric features
Intelligent Service Robotics
2025
IFMBE Proceedings
2025
Motion Capture Technologies for Athletic Performance Enhancement and Injury Risk Assessment: A Review for Multi-Sport Organizations
Sensors
2025
Influence of Observers’ Motor Imagery Abilities on Observational Gait Analysis Using the Wisconsin Gait Scale: A Study Among Physical Therapists Treating Stroke Patients
Cureus
2025
Clinical and instrument-based assessment of balance, gait, and motor functions in pediatric cerebral palsy: A systematic review
Wearable Technologies
2025
Marker Data Enhancement for Markerless Motion Capture
IEEE Transactions on Biomedical Engineering
2025
Your turn: At home turning angle estimation for Parkinson’s disease severity assessment
Artificial Intelligence in Medicine
2025
Utilising Inertial Measurement Units and Force–Velocity Profiling to Explore the Relationship Between Hamstring Strain Injury and Running Biomechanics
Sensors
2025
Gait analysis system for assessing abnormal patterns in individuals with hemiparetic stroke during robot-assisted gait training: a criterion-related validity study in healthy adults
Frontiers in Neurorobotics
2025
The effects of markerless inconsistencies are at least as large as the effects of the marker-based soft tissue artefact
Journal of Biomechanics
2025
Integrative Field-Based Health and Performance Research: A Narrative Review on Experimental Methods and Logistics to Conduct Competition and Training Camp Studies in Athletes
Sports Medicine
2025
Simple yet robust markerless motion capture system using deep learning
Engineering Applications of Artificial Intelligence
2025
A Comprehensive Review of Real-Time Multi-View Multi-Person Markerless Motion Capture
ACM Computing Surveys
2025
The influence of the marker set on inverse kinematics results to inform markerless motion capture annotations
Scientific Reports
2025
2025 6th International Conference on Bio-engineering for Smart Technologies (BioSMART)
2025
Telerehabilitation Strategy for University Students with Back Pain Based on 3D Animations: Case Study
Multimodal Technologies and Interaction
2025
Leveraging artificial intelligence and machine learning in sport sciences: a systematic literature review of applications, outcomes, and future directions
Sport Sciences for Health
2025
Comparison of Marker- and Markerless-Derived Lower Body Three-Dimensional Gait Kinematics in Typically Developing Children
Sensors
2025
Markerless Upper Body Movement Tracking During Gait in Children with HIV Encephalopathy: A Pilot Study
Applied Sciences
2025
Clinical integration of markerless motion capture: A multicentre study of gait in knee osteoarthritis
Journal of Biomechanics
2025
2025 IEEE Aerospace Conference
2025
2025 International Conference On Rehabilitation Robotics (ICORR)
2025
Gait assessment using a 2D video-based motion analysis app in healthy subjects and subjects with lower limb amputation – A pilot study
PLOS One
2025
Evaluating the Reliability and Consistency of Treadmill Gait Analysis Using an RGB-D Camera: Effects of Assistance and No Assistance
Sensors
2025
Fiktion oder baldige Realität?
VPT Magazin
2025
Research on Enhanced Gait Phase Segmentation Based on Multimodal Spatiotemporal Information Fusion
IEEE Internet of Things Journal
2025
Multi-Planar Cervical Motion Dataset: IMU Measurements and Goniometer
Scientific Data
2025
REEV SENSE IMUs for Gait Analysis in Stroke: A Clinical Study on Lower Limb Kinematics
Sensors
2025
Open Datasets for Upper Limb Motion—A Systematic Review
IEEE Access
2025
Can Machine Learning Enhance Computer Vision-Predicted Wrist Kinematics Determined from a Low-Cost Motion Capture System?
Applied Sciences
2025
Measuring static and dynamic lower limb alignment in patients with advanced knee osteoarthritis using markerless motion capture
Gait & Posture
2025
Between-Day Reliability of Kinematic Variables Using Markerless Motion Capture for Single-Leg Squat and Single-Leg Landing Tasks
International Journal of Sports Physical Therapy
2025
Upper limb kinematic measurement using markerless motion capturing (MMC) in stroke survivors: A cross-sectional experimental study
DIGITAL HEALTH
2025
Validation of OpenCap on lower extremity kinematics during functional tasks
Journal of Biomechanics
2025
A Confidence‐Based Multibody Kinematics Optimization for Markerless Motion Capture: A Proof of Concept
International Journal for Numerical Methods in Biomedical Engineering
2025
Reliability of artificial intelligence-driven markerless motion capture in gait analyses of healthy adults
PLOS ONE
2025
Markerless Motion Analysis Using New Digital Technology
Physical Therapy Research
2025
Neural control meets biomechanics in the motor assessment of neurological disorders: a narrative review
Frontiers in Neural Circuits
2025
Springer Optimization and Its Applications
2025
Advances in Digital Orthopedics Research
Hans Journal of Biomedicine
2025
DeepLabCut custom-trained model and the refinement function for gait analysis
Scientific Reports
2025
Reliability and validity of current computer vision based motion capture systems in gait analysis: A systematic review
Gait & Posture
2025
Reliability and validity of lower extremity and trunk kinematics measured with markerless motion capture during sports-related and functional tasks: A systematic review
Journal of Sports Sciences
2025
A Stereo Vision-Based Method for Reconstructing 3-D Hand Motion in Real-Time
Journal of Technical Education Science
2025
Reliability and Validity of the Single-Camera Markerless Motion Capture System for Measuring Shoulder Range of Motion in Healthy Individuals and Patients with Adhesive Capsulitis: A Single-Center Study
Sensors
2025
Validation of markerless (Theia3D™) against marker-based (Vicon™) motion capture data of postural control movements analyzed through principal component analysis
Journal of Biomechanics
2025
2D Pose Estimation vs. Inertial Measurement Unit-Based Motion Capture in Ergonomics: Assessing Postural Risk in Dental Assistants
Bioengineering
2025
Synchrony Vision: Capturing Body Motion Synchrony Through Phase Difference Using the Kinect
IEEE Access
2025
Early Recognition and Intervention in SIBlingS at High Risk for Neurodevelopment Disorders (ERI-SIBS): a controlled trial of an innovative and ecological intervention for siblings of children with autism spectrum disorder
Frontiers in Pediatrics
2025
A Markerless Approach for Full-Body Biomechanics of Horses
Animals
2025
Integrating Gait Analysis Systems in Clinical Rehabilitation Settings for Individuals With Lower Limb Amputation: A Narrative Review
Cureus
2025
Robust stereo calibration for improved 2D-3D projection in real-world pose estimation
Multimedia Tools and Applications
2025
Multi‐joint approach for assessing lower limb proprioception: Reliability and precision in school‐aged children
Annals of the New York Academy of Sciences
2025
Multibody kinematics optimization for motion reconstruction of the human upper extremity using potential field method
Scientific Reports
2025
Concurrent assessment of sprint running lower-limb and trunk kinematics using marker-based and markerless motion capture
Journal of Sports Sciences
2024
KI-unterstützte Bewegungsanalyse in der Neurorehabilitation – Fiktion oder baldige Realität?
neuroreha
2024
Movement Outcomes Acquired via Markerless Motion Capture Systems Compared with Marker-Based Systems for Adult Patient Populations: A Scoping Review
Biomechanics
2024
Artificial Intelligence in Sports, Movement, and Health
2024
Biological reliability of a movement analysis assessment using a markerless motion capture system
Frontiers in Sports and Active Living
2024
Gait pattern can alter aesthetic visual impression from a third-person perspective
Scientific Reports
2024
The Effects of Load, Crank Position, and Sex on the Biomechanics and Performance during an Upper Body Wingate Anaerobic Test
Medicine & Science in Sports & Exercise
2024
2024 IEEE 3rd International Conference on Intelligent Reality (ICIR)
2024
Position paper on how technology for human motion analysis and relevant clinical applications have evolved over the past decades: Striking a balance between accuracy and convenience
Gait & Posture
2024
Advancing Field-Based Vertical Jump Analysis: Markerless Pose Estimation vs. Force Plates
Life
2024
Validity and Test–Retest Reliability of Spatiotemporal Running Parameter Measurement Using Embedded Inertial Measurement Unit Insoles
Sensors
2024
Steps to Facilitate the Use of Clinical Gait Analysis in Stroke Patients: The Validation of a Single 2D RGB Smartphone Video-Based System for Gait Analysis
Sensors
2024
Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson’s Disease Using Machine Learning
Sensors
2024
A Step Forward Understanding Directional Limitations in Markerless Smartphone-Based Gait Analysis: A Pilot Study
Sensors
2024
Comparison of the OpenPose system and the reference optoelectronic system for gait analysis of lower-limb angular parameters in children
Orthopaedics & Traumatology: Surgery & Research
2024
The applicability of markerless motion capture for clinical gait analysis in children with cerebral palsy
Scientific Reports
2024
2024 International Symposium on 3D Analysis of Human Movement (3DAHM)
2024
3D-optical motion capturing examination of sensori- and psychomotor abnormalities in mental disorders: Progress and perspectives
Neuroscience & Biobehavioral Reviews
2024
Markerless motion capture provides accurate predictions of ground reaction forces across a range of movement tasks
Journal of Biomechanics
2024
Validation of Automated Countermovement Vertical Jump Analysis: Markerless Pose Estimation vs. 3D Marker-Based Motion Capture System
Sensors
2024
Emerging Innovations in Preoperative Planning and Motion Analysis in Orthopedic Surgery
Diagnostics
2024
Detection of kinematic abnormalities in persons with knee osteoarthritis using markerless motion capture during functional movement screen and daily activities
Frontiers in Bioengineering and Biotechnology
2024
A comparison of lower body gait kinematics and kinetics between Theia3D markerless and marker-based models in healthy subjects and clinical patients
Scientific Reports
2024
Vision-Based Real-Time Shape Estimation of Self-Occluding Soft Parallel Robots Using Neural Networks
IEEE Robotics and Automation Letters
2024
A behavioral analysis system MCFBM enables objective inference of songbirds’ attention during social interactions
Cell Reports Methods
2024
Markerless Motion Capture to Quantify Functional Performance in Neurodegeneration: Systematic Review
JMIR Aging
2024
2024 16th Biomedical Engineering International Conference (BMEiCON)
2024
Video-Based Kinematic Analysis of Movement Quality in a Phase 3 Clinical Trial of Troriluzole in Adults with Spinocerebellar Ataxia: A Post Hoc Analysis
Neurology and Therapy
2024
Inter-trial variability is higher in 3D markerless compared to marker-based motion capture: Implications for data post-processing and analysis
Journal of Biomechanics
2024
Patient-centric care: Unveiling the potential of wearable electronics in clinical practice
Wearable Electronics
2024
Biomechanical Insights in Ancient Greek Combat Sports: A Static Analysis of Selected Pottery Depictions
Sports
2024
Sports2D: Compute 2D human pose and angles from a video or a webcam
Journal of Open Source Software
2024
Lecture Notes in Computer Science
2024
2024 IEEE 6th International Conference on Power, Intelligent Computing and Systems (ICPICS)
2024
Designing Smart Legging for Posture Monitoring Based on Textile Sensing Networks
International Journal of Human–Computer Interaction
2024
2024 6th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)
2024
CHARACTERISTICS OF MODERN TECHNOLOGIES IN THE TRAINING AND COMPETITIVE PROCESS OF ELITE ATHLETES IN SPORTS GAMES
Sport Science and Human Health
2024
Augmented action observation: Theory and practical applications in sensorimotor rehabilitation
Neuropsychological Rehabilitation
2024
The potential of human pose estimation for motion capture in sports: a validation study
Sports Engineering
2024
Differences between lower extremity joint running kinetics captured by marker-based and markerless systems were speed dependent
Journal of Sport and Health Science
2024
Automating Video‐Based Two‐Dimensional Motion Analysis in Sport? Implications for Gait Event Detection, Pose Estimation, and Performance Parameter Analysis
Scandinavian Journal of Medicine & Science in Sports
2024
Biomechanics of childbirth
British Journal of Midwifery
2024
Progress in The Application of Flexible and Wearable Electrochemical Sensors in Monitoring Biomarkers of Athletes
Advanced Materials Technologies
2024
Robotics‐driven gait analysis: Assessing Azure Kinect's performance in in‐lab versus in‐corridor environments
Journal of Field Robotics
2024
A clinical application of gait quality patterns in osteoarthritis
Gait & Posture
2024
Breaking the ice through an effective translationality in neurorehabilitation: are we heading to the right direction?
Expert Review of Medical Devices
2024
Markerless motion capture provides repeatable gait outcomes in patients with knee osteoarthritis
Journal of Biomechanics
2024
Robust kinetics estimation from kinematics via direct collocation
Frontiers in Bioengineering and Biotechnology
2024
Synchronised Video, Motion Capture and Force Plate Dataset for Validating Markerless Human Movement Analysis
Scientific Data
2024
Development of a Gait Analysis Application for Assessing Upper and Lower Limb Movements to Detect Pathological Gait
Sensors
2024
Lecture Notes in Networks and Systems
2024
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2024
Fuzzy C-Means Clustering for Motion Capture Tennis Time-Series Data
IEEE Access
2024
The Use of Head-Mounted Display Systems for Upper Limb Kinematic Analysis in Post-Stroke Patients: A Perspective Review on Benefits, Challenges and Other Solutions
Bioengineering
2024
A Deep Learning Model for Markerless Pose Estimation Based on Keypoint Augmentation: What Factors Influence Errors in Biomechanical Applications?
Sensors
2024
Markerless three-dimensional gait analysis in healthy older adults: test–retest reliability and measurement error
Journal of Biomechanics
2024
Towards comparable quality-assured Azure Kinect body tracking results in a study setting—Influence of light
PLOS ONE
2024
Advances in objective assessment of ergonomics in endoscopic surgery: a review
Frontiers in Public Health
2024
Development of a Low-Cost Markerless Optical Motion Capture System for Gait Analysis and Anthropometric Parameter Quantification
Sensors
2024
Quantifying Similarities Between MediaPipe and a Known Standard to Address Issues in Tracking 2D Upper Limb Trajectories: Proof of Concept Study
JMIR Formative Research
2024
A comprehensive analysis of the machine learning pose estimation models used in human movement and posture analyses: A narrative review
Heliyon
2024
Digitalization in orthopaedics: a narrative review
Frontiers in Surgery
2024
Multimodal human motion dataset of 3D anatomical landmarks and pose keypoints
Data in Brief
2024
Validation of upper extremity kinematics using Markerless motion capture
Biomedical Engineering Advances
2024
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2024
The utility of markerless motion capture for performance analysis in racket sports
Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
2024
Assessment of Hip and Lumbar Spine Range of Motion After Total Hip Arthroplasty Using a Single Camera Markerless System
Cureus
2024
Femoral Translation in Patients with Unicompartmental Osteoarthritis—A Cohort Study
Biomechanics
2024
A validation study demonstrating portable motion capture cameras accurately characterize gait metrics when compared to a pressure-sensitive walkway
Scientific Reports
2024
Concurrent validity and test reliability of the deep learning markerless motion capture system during the overhead squat
Scientific Reports
2024
Comparative Analysis of Markerless Motion Capture Systems for Measuring Human Kinematics
IEEE Sensors Journal
2024
Translational Neurorehabilitation
2023
Development of a Methodology for Low-Cost 3D Underwater Motion Capture: Application to the Biomechanics of Horse Swimming
Sensors
2023
Level of Agreement between the MotionMetrix System and an Optoelectronic Motion Capture System for Walking and Running Gait Measurements
Sensors
2023
Estimation of human spine orientation with inertial measurement units (IMU) at low sampling rate: How low can we go?
Journal of Biomechanics
2023
A Beta Version of an Application Based on Computer Vision for the Assessment of Knee Valgus Angle: A Validity and Reliability Study
Healthcare
2023
Motion Technologies in Support of Fence Athletes: A Systematic Review
Applied Sciences
2023
International Review of Movement Disorders
2023
Artificial Intelligence Distinguishes Pathological Gait: The Analysis of Markerless Motion Capture Gait Data   Acquired by an iOS Application (TDPT-GT)
Sensors
2023
Inter-Device Reliability of a Three-Dimensional Markerless Motion Capture System Quantifying Elementary Movement Patterns in Humans
Journal of Functional Morphology and Kinesiology
2023
Concurrent validity of smartphone-based markerless motion capturing to quantify lower-limb joint kinematics in healthy and pathological gait
Journal of Biomechanics
2023
XR 技術の医療応用の現状と将来
Journal of the Society of Biomechanisms
2023
Comparison of kinematics between Theia markerless and conventional marker-based gait analysis in clinical patients
Gait & Posture
2023
Comparison of a single-view image-based system to a multi-camera marker-based system for human static pose estimation
Journal of Biomechanics
2023
High-Sensitive Double-Clad Fiber Bragg Grating Sensors for Real-Time Monitoring of Body Posture and Movement State
IEEE Sensors Journal
2023
Development of a new low-cost computer vision system for human gait analysis: A case study
Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine
2023
How is Big Data reshaping preclinical aging research?
Lab Animal
2023
Validation of Estimators for Weight-Bearing and Shoulder Joint Loads Using Instrumented Crutches
Sensors
2023
2023 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI)
2023
Validity of AI-Based Gait Analysis for Simultaneous Measurement of Bilateral Lower Limb Kinematics Using a Single Video Camera
Sensors
2023
Wearable Inertial Devices in Duchenne Muscular Dystrophy: A Scoping Review
Applied Sciences
2023
Tracking motion kinematics and tremor with intrinsic oscillatory property of instrumental mechanics
Bioengineering & Translational Medicine
2023
Gait analysis comparison between manual marking, 2D pose estimation algorithms, and 3D marker-based system
Frontiers in Rehabilitation Sciences
2023
AddBiomechanics: Automating model scaling, inverse kinematics, and inverse dynamics from human motion data through sequential optimization
PLOS ONE
2023
Quantitative Comparison of Hand Kinematics Measured with a Markerless Commercial Head-Mounted Display and a Marker-Based Motion Capture System in Stroke Survivors
Sensors
2023
Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone
IEEE Open Journal of Engineering in Medicine and Biology
2023
Markerless human pose estimation for biomedical applications: a survey
Frontiers in Computer Science
2023
Validity and Reliability of POM-Checker for Measuring Shoulder Range of Motion in Healthy Participants: A Pilot Single-Center Comparative Study
Methods and Protocols
2023
Bewegungsanalysesysteme in der Forschung und für niedergelassene Orthopädinnen und Orthopäden
Die Orthopädie
2023
2023 IEEE International Conference on Real-time Computing and Robotics (RCAR)
2023
Identifying modifiable risk factors and screening strategies associated with anterior cruciate ligament injury risk in children aged 6 to 13 years: A systematic review
Journal of Sports Sciences
2023
Current Trends in Biomedical Engineering
2023
Telerehabilitation with Computer Vision-Assisted Markerless Measures: A Pilot Study with Rett Syndrome Patients
Electronics
2023
Application of video frame interpolation to markerless, single-camera gait analysis
Sports Engineering
2023
2023 29th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)
2023
Examination of 2D frontal and sagittal markerless motion capture: Implications for markerless applications
PLOS ONE
2023
Inter-Session Repeatability of Marker-Less Motion Capture of Treadmill Running Gait
Applied Sciences
2023
Dynamic stability during level walking and obstacle crossing in children aged 2–5 years estimated by marker-less motion capture
Frontiers in Sports and Active Living
2023
Complex Approach in Examination of Function of the Knee Joint in Patients with Osteoarthritis
I.P. Pavlov Russian Medical Biological Herald
2022
Comparison of Lower Extremity Joint Moment and Power Estimated by Markerless and Marker-Based Systems during Treadmill Running
Bioengineering
2022
Research on Dance Motion Capture Technology for Visualization Requirements
Scientific Programming
2022
Alzheimer’s Disease Detection Using Comprehensive Analysis of Timed Up and Go Test via Kinect V.2 Camera and Machine Learning
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022
A forward-inverse dynamics modeling framework for human musculoskeletal multibody system
Acta Mechanica Sinica
2022
A Novel Augmented Reality Mobile-Based Application for Biomechanical Measurement
BioMed
2022
Estimating Ground Reaction Forces from Two-Dimensional Pose Data: A Biomechanics-Based Comparison of AlphaPose, BlazePose, and OpenPose
Sensors
2022
Scoring of Human Body-Balance Ability on Wobble Board Based on the Geometric Solution
Applied Sciences
2022
Reliability and accuracy of 2D lower limb joint angles during a standing-up motion for markerless motion analysis software using deep learning
Medicine in Novel Technology and Devices
2022
Feasibility and validity of a single camera CNN driven musculoskeletal model for muscle force estimation during upper extremity strength exercises: Proof-of-concept
Frontiers in Sports and Active Living
2022
Healthcare applications of single camera markerless motion capture: a scoping review
PeerJ
2022
Verification of gait analysis method fusing camera-based pose estimation and an IMU sensor in various gait conditions
Scientific Reports
2022
2022 International Electronics Symposium (IES)
2022
Synthesising 2D Video from 3D Motion Data for Machine Learning Applications
Sensors
2022
2022 9th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)
2022
Towards Single Camera Human 3D-Kinematics
Sensors
2022
2022 26th International Conference Information Visualisation (IV)
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