Quality Evaluation Algorithm for Chest Compressions Based on OpenPose Model
Applied Sciences (Switzerland), 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, Wenlong Dong, Chaofang Wang
exaly +4 more sources
OpenPose Integration into iLex
, 2021 AP04-2021 ...
Schulder, Marc, Hanke, Thomas
core +6 more sources
Evaluating the accuracy of table tennis 3D markerless motion capture based on two video cameras: a pilot study [PDF]
Frontiers in Bioengineering and BiotechnologyIntroductionThis pilot study presents a 3D markerless motion capture system for table tennis using binocular cameras, based on the OpenPose framework and linear triangulation to obtain 3D joint motion data.
Ziwei Cao, Zikang Zhang, Yi Xiao
doaj +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 +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
Dynamic model of macro crowd merging based on abnormal pedestrian posture [PDF]
MATEC Web of Conferences, 2022 Crowd merging is a complex process, and any sudden external or internal disturbance will destroy the stability of the crowd. The occurrence of abnormal behavior will affect the crowd flow process and inevitably affect the stability of the crowd flow ...
Zhao Rongyong +5 more
doaj +1 more source
Pose Estimation and Correcting Exercise Posture [PDF]
ITM Web of Conferences, 2021 Our posture shows an impact on health both mentally and physically. Various methods have been proposed in order to detect different postures of a human being.
Kanase Rahul Ravikant +3 more
doaj +1 more source
Frontiers in Sports and Active Living, 2022 Body orientation of football players has proven to be an informative resource related to successful penalty kicks. OpenPose is one of the most popular open-source pose estimation technologies.
Guilherme de Sousa Pinheiro +3 more
doaj +1 more source