Quality Evaluation Algorithm for Chest Compressions Based on OpenPose Model
Applied Sciences, 2022 Aiming at the problems of the low evaluation efficiency of the existing traditional cardiopulmonary resuscitation (CPR) training mode and the considerable development of machine vision technology, a quality evaluation algorithm for chest compressions ...
Siqi Zhang +4 more
doaj +4 more sources
Stance and Gait Analysis of Apollo Astronauts on the Moon. [PDF]
Muscle NerveABSTRACT Introduction/Aim As humans return to the Moon, safe efficient ambulation and fall prevention on the lunar surface are key concerns. The analysis of gait from archived Apollo mission video footage is now possible with pose estimation video analysis software.
Chiou-Tan FY +4 more
europepmc +2 more sources
Fall detection based on OpenPose and MobileNetV2 network
IET Image Processing, 2023 The proposed fall detection approach is aimed at building a support system for the elders. In this work, a method based on human pose estimation and lightweight neural network is used to detect falls.
Mengqi Gao +5 more
doaj +2 more sources
Evaluation of 3D Markerless Motion Capture Accuracy Using OpenPose With Multiple Video Cameras
Frontiers in Sports and Active Living, 2020 There is a need within human movement sciences for a markerless motion capture system, which is easy to use and sufficiently accurate to evaluate motor performance.
Nobuyasu Nakano +9 more
doaj +3 more sources
Assessment of dynamic knee angle deviations in the frontal plane in physiotherapy clinical practice: intra- and inter-rater reliability of an application and agreement with two AI-models [PDF]
BMC Musculoskeletal DisordersBackground Functional leg axis deviations, particularly dynamic knee valgus (DKV), are considered key risk factors for lower-extremity injuries. In physiotherapy practice there are no standardized tools to quantitatively assess functional leg axis ...
Lukas Janisch +3 more
doaj +2 more sources
Evaluating Assistive Technology Outcomes in Boccia Athletes with Disabilities Using AI-Based Kinematic Analysis [PDF]
BioengineeringThis study explores how artificial intelligence (AI) can support the evaluation of assistive technology outcomes in adaptive sports, focusing on elite boccia athletes with disabilities.
Wann-Yun Shieh +4 more
doaj +2 more sources
Comparing the Accuracy of Markerless Motion Analysis and Optoelectronic System for Measuring Gait Kinematics of Lower Limb [PDF]
Bioengineering(1) Background: Marker-based optical motion tracking is the gold standard in gait analysis; however, markerless solutions are rapidly emerging today. Algorithms like Openpose can track human movement from a video.
Luca Emanuele Molteni, Giuseppe Andreoni
doaj +2 more sources
AI Video Analysis in Parkinson’s Disease: A Systematic Review of the Most Accurate Computer Vision Tools for Diagnosis, Symptom Monitoring, and Therapy Management [PDF]
SensorsBackground. Clinical assessment of Parkinson’s disease (PD) is limited by high subjectivity and inter-rater variability. Markerless video analysis, namely Computer Vision (CV), offers objective and scalable characterization of motor signs.
Lazzaro di Biase +2 more
doaj +2 more sources
Estimating hip impact velocity and acceleration from video-captured falls using a pose estimation algorithm [PDF]
Scientific ReportsAnalyzing video footage of falls in older adults has emerged as an alternative to traditional lab studies. However, this approach is limited by the labor-intensive process of manually labeling body parts.
Reese Michaels +4 more
doaj +2 more sources
Validation of markerless video-based gait analysis using pose estimation in toddlers with and without neurodevelopmental disorders [PDF]
Frontiers in Digital HealthIntroductionThe onset of locomotion is a critical motor milestone in early childhood and increases engagement with the environment. Toddlers with neurodevelopmental disabilities often have atypical motor development that impacts later outcomes.
Jeffrey T. Anderson +5 more
doaj +2 more sources