ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS

The aim of the study was to perform a preliminary validation of a low cost markerless motion capture system (CAPTURE) against an industry gold standard (Vicon). Measurements of knee valgus and flexion during the performance of a countermovement jump (CMJ) between CAPTURE and Vicon were compared. Aft...

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Main Authors: M. McGroarty, S. Giblin, D. Meldrum, F. Wetterling
Format: Article
Language:English
Published: Copernicus Publications 2016-04-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-5-W8/1/2016/isprs-archives-XL-5-W8-1-2016.pdf
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spelling doaj-4508aa7884e84a5db5b05f3faa7d7e9b2020-11-24T20:47:13ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342016-04-01XL-5/W81510.5194/isprs-archives-XL-5-W8-1-2016ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONSM. McGroarty0S. Giblin1D. Meldrum2F. Wetterling3Kitman Labs Ltd., Joyce’s Walk, Dublin 1, IrelandKitman Labs Ltd., Joyce’s Walk, Dublin 1, IrelandSchool of Physiotherapy, Royal College of Surgeons, Dublin, IrelandKitman Labs Ltd., Joyce’s Walk, Dublin 1, IrelandThe aim of the study was to perform a preliminary validation of a low cost markerless motion capture system (CAPTURE) against an industry gold standard (Vicon). Measurements of knee valgus and flexion during the performance of a countermovement jump (CMJ) between CAPTURE and Vicon were compared. After correction algorithms were applied to the raw CAPTURE data acceptable levels of accuracy and precision were achieved. The knee flexion angle measured for three trials using Capture deviated by −3.8° ± 3° (left) and 1.7° ± 2.8° (right) compared to Vicon. The findings suggest that low-cost markerless motion capture has potential to provide an objective method for assessing lower limb jump and landing mechanics in an applied sports setting. Furthermore, the outcome of the study warrants the need for future research to examine more fully the potential implications of the use of low-cost markerless motion capture in the evaluation of dynamic movement for injury prevention.http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-5-W8/1/2016/isprs-archives-XL-5-W8-1-2016.pdf
collection DOAJ
language English
format Article
sources DOAJ
author M. McGroarty
S. Giblin
D. Meldrum
F. Wetterling
spellingShingle M. McGroarty
S. Giblin
D. Meldrum
F. Wetterling
ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet M. McGroarty
S. Giblin
D. Meldrum
F. Wetterling
author_sort M. McGroarty
title ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
title_short ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
title_full ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
title_fullStr ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
title_full_unstemmed ACCURACY OF A LOW-COST NOVEL COMPUTER-VISION DYNAMIC MOVEMENT ASSESSMENT: POTENTIAL LIMITATIONS AND FUTURE DIRECTIONS
title_sort accuracy of a low-cost novel computer-vision dynamic movement assessment: potential limitations and future directions
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2016-04-01
description The aim of the study was to perform a preliminary validation of a low cost markerless motion capture system (CAPTURE) against an industry gold standard (Vicon). Measurements of knee valgus and flexion during the performance of a countermovement jump (CMJ) between CAPTURE and Vicon were compared. After correction algorithms were applied to the raw CAPTURE data acceptable levels of accuracy and precision were achieved. The knee flexion angle measured for three trials using Capture deviated by −3.8° ± 3° (left) and 1.7° ± 2.8° (right) compared to Vicon. The findings suggest that low-cost markerless motion capture has potential to provide an objective method for assessing lower limb jump and landing mechanics in an applied sports setting. Furthermore, the outcome of the study warrants the need for future research to examine more fully the potential implications of the use of low-cost markerless motion capture in the evaluation of dynamic movement for injury prevention.
url http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-5-W8/1/2016/isprs-archives-XL-5-W8-1-2016.pdf
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