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
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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
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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
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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
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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
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Lightweight deep learning technology for high quality development and intelligent transformation of sports under DeepLabV3 CSP Darknet53 model [PDF]
Scientific ReportsAmid the ongoing integration of urban and rural areas, the sports industry has been shifting toward intelligent transformation and high-quality development.
Jianhua Zhang
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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
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Estimation of human body 3D pose for parent-infant interaction settings using azure Kinect and OpenPose [PDF]
MethodsXAutomatic pose estimation has become a valuable tool for the study of human behavior, including dyadic interactions. It allows researchers to analyze the nuanced dynamics of interactions more effectively, and facilitates the integration of behavioral ...
Françoise Diaz-Rojas, Masako Myowa
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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
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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
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