Literature DB >> 34071960

Assessing Visual Exploratory Activity of Athletes in Virtual Reality Using Head Motion Characteristics.

Markus Wirth1, Sebastian Kohl1, Stefan Gradl1, Rosanna Farlock2, Daniel Roth3, Bjoern M Eskofier1.   

Abstract

Maximizing performance success in sports is about continuous learning and adaptation processes. Aside from physiological, technical and emotional performance factors, previous research focused on perceptual skills, revealing their importance for decision-making. This includes deriving relevant environmental information as a result of eye, head and body movement interaction. However, to evaluate visual exploratory activity (VEA), generally utilized laboratory settings have restrictions that disregard the representativeness of assessment environments and/or decouple coherent cognitive and motor tasks. In vivo studies, however, are costly and hard to reproduce. Furthermore, the application of elaborate methods like eye tracking are cumbersome to implement and necessitate expert knowledge to interpret results correctly. In this paper, we introduce a virtual reality-based reproducible assessment method allowing the evaluation of VEA. To give insights into perceptual-cognitive processes, an easily interpretable head movement-based metric, quantifying VEA of athletes, is investigated. Our results align with comparable in vivo experiments and consequently extend them by showing the validity of the implemented approach as well as the use of virtual reality to determine characteristics among different skill levels. The findings imply that the developed method could provide accurate assessments while improving the control, validity and interpretability, which in turn informs future research and developments.

Entities:  

Keywords:  head turn activity; perceptual–cognitive skills; virtual reality; visual exploratory activity

Mesh:

Year:  2021        PMID: 34071960     DOI: 10.3390/s21113728

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  28 in total

Review 1.  Perceptual skill in soccer: implications for talent identification and development.

Authors:  A M Williams
Journal:  J Sports Sci       Date:  2000-09       Impact factor: 3.337

Review 2.  Talent identification and development in soccer.

Authors:  A M Williams; T Reilly
Journal:  J Sports Sci       Date:  2000-09       Impact factor: 3.337

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Authors:  Derek T Y Mann; A Mark Williams; Paul Ward; Christopher M Janelle
Journal:  J Sport Exerc Psychol       Date:  2007-08       Impact factor: 3.016

4.  The use of spatial manipulation to examine goalkeepers' anticipation.

Authors:  T L Woolley; R G Crowther; K Doma; J D Connor
Journal:  J Sports Sci       Date:  2015-02-19       Impact factor: 3.337

Review 5.  A systematic review of the technology-based assessment of visual perception and exploration behaviour in association football.

Authors:  Thomas B McGuckian; Michael H Cole; Gert-Jan Pepping
Journal:  J Sports Sci       Date:  2017-06-26       Impact factor: 3.337

6.  Keeping an Eye on Noisy Movements: On Different Approaches to Perceptual-Motor Skill Research and Training.

Authors:  Matt Dicks; Chris Button; Keith Davids; Jia Yi Chow; John van der Kamp
Journal:  Sports Med       Date:  2017-04       Impact factor: 11.136

7.  Monitoring changes in physical performance with heart rate measures in young soccer players.

Authors:  M Buchheit; M B Simpson; H Al Haddad; P C Bourdon; A Mendez-Villanueva
Journal:  Eur J Appl Physiol       Date:  2011-06-09       Impact factor: 3.078

8.  Long-term Practice with Domain-Specific Task Constraints Influences Perceptual Skills.

Authors:  Luca Oppici; Derek Panchuk; Fabio R Serpiello; Damian Farrow
Journal:  Front Psychol       Date:  2017-08-14

9.  Read-the-game: System for skill-based visual exploratory activity assessment with a full body virtual reality soccer simulation.

Authors:  César Daniel Rojas Ferrer; Hidehiko Shishido; Itaru Kitahara; Yoshinari Kameda
Journal:  PLoS One       Date:  2020-03-17       Impact factor: 3.240

10.  What Do Football Players Look at? An Eye-Tracking Analysis of the Visual Fixations of Players in 11 v 11 Elite Football Match Play.

Authors:  Karl Marius Aksum; Lukas Magnaguagno; Christian Thue Bjørndal; Geir Jordet
Journal:  Front Psychol       Date:  2020-10-16
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