bsuirДоклады БГУИРDoklady BGUIR1729-76482708-0382БГУИР10.35596/1729-7648-2023-21-1-35-42bsuir-3562Research ArticleЭЛЕКТРОНИКА, РАДИОФИЗИКА, РАДИОТЕХНИКА, ИНФОРМАТИКАELECTRONICS, RADIOPHYSICS, RADIOENGINEERING, INFORMATICSСравнительный анализ биомеханических показателей в системах маркерного и безмаркерного видеозахвата движенийComparative Analysis of Biomechanical Variables in Marker-based and Markerless Motion Capture SystemsГусейновД. И.GuseinovD. I.

Гусейнов Даниил Истамович, аспирант кафедры спортивной инженерии

220013, г. Минск, просп. Независимости, 65

+375 17 293-96-78

Guseinov Daniil Istamovich, Postgraduate at the Department of Sport Engineering

220013, Minsk, Nezavisimosti Ave., 65

+375 17 293-96-78

sporting@bntu.byБелорусский национальный технический университетBelarusian National Technical University2023010320232113542Copyright © Гусейнов Д.И., 20232023Гусейнов Д.И.Guseinov D.I.Данная работа распространяется под лицензией Creative Commons Attribution 4.0.This work is licensed under a Creative Commons Attribution 4.0 License.https://doklady.bsuir.by/jour/article/view/3562

Системы захвата движений являются ключевым инструментом анализа и оценки техники движений в сложнокоординационных видах спорта. Перспектива развития и внедрения в практику прикладной биомеханики технологии безмаркерного захвата движений повышает научно-исследовательский интерес к особенностям использования подобных систем, а также к оценке их точности и достоверности в сравнении с маркерными системами захвата движений, которые сегодня являются золотым стандартом. Системы безмаркерного захвата движений обладают несравненными преимуществами перед маркерными. В частности, существенно уменьшены временные затраты на регистрацию и обработку данных, поскольку регистрация представляет собой съемку видео с разных ракурсов, а обработка сопровождается применением программных алгоритмов отслеживания силуэта спортсмена посредством компьютерного аватара. Однако до сих пор нет однозначного ответа относительно точности и достоверности данных, регистрируемых с использованием систем безмаркерного захвата движений применительно к конкретным видам спорта и спортивным движениям. В статье приведена оценка статистической взаимосвязи данных на основе корреляционного анализа биомеханических показателей на примере выполнения удара в гольфе, зарегистрированных с использованием маркерной системы оптического захвата движений Qualisys и безмаркерной системы захвата движений Simi Reality Motion.

Motion capture systems are a key tool for performing quantitative analysis and evaluation of complex in movements sports. The prospect of the development and practical application of markerless motion capture tecnology in applied biomechanics increases research interest regarding the features of using such systems, as well as evaluat ing their accuracy and reliability in comparison with marker-based motion capture systems, which are the gold standard nowadays. Markerless motion capture systems have incomparable advantages over marker-based ones.

In particular, significantly reduced time costs for the registration and data processing procedures, since registration is represented by filming a video from different angles, and processing is accompanied by the use of software algorithms for tracking the silhouette of an athlete using a presetted computer avatar. However, there is still no clear answer regarding the accuracy and reliability of the data recorded using markerless motion capture systems in relation to specific sports movements. Thus, the purpose of the presented work is to assess the statistical relationship of the data based on the correlation analysis of biomechanical variables on the example of a golf swing recorded using the Qualisys motion capture system and Simi Reality Motion markerless motion capture system.

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The authors declare that there are no conflicts of interest present.