Validity of an artificial intelligence, human pose estimation model for measuring single-leg squat kinematics

Few studies have investigated the validity of 2D pose estimation models to evaluate kinematics throughout a motion and none have included adolescents. Adolescent athletes completed single-leg squats while 3D kinematic data and 2D sagittal and frontal plane videos were recorded. Sagittal and frontal...

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Bibliographic Details
Published in:	Journal of biomechanics Vol. 144; p. 111333
Main Authors:	Haberkamp, Lucas D., Garcia, Micah C., Bazett-Jones, David M.
Format:	Journal Article
Language:	English
Published:	Kidlington Elsevier Ltd 01.11.2022 Elsevier Limited
Subjects:	2D Motion Analysis 3D Motion Analysis Accuracy Ankle Artificial intelligence Biomechanics Evaluation Exports Hip Joints (anatomy) Kinematics Knee Leg Markerless Motion Capture Motion capture Neural networks OpenPose Pelvis Pose estimation Statistical analysis Teenagers Three dimensional motion Two dimensional analysis Validity Waveforms Markerless Motion Capture 2D Motion Analysis 3D Motion Analysis OpenPose
ISSN:	0021-9290, 1873-2380, 1873-2380
Online Access:	Get full text
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