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基于视觉的游泳运动员正面投影面积自动估算系统——旨在确定即时主动阻力:一项初步研究。

Vision-Based System for Automated Estimation of the Frontal Area of Swimmers: Towards the Determination of the Instant Active Drag: A Pilot Study.

机构信息

Sport Training Laboratory, Faculty of Sports Sciences, University of Castilla-La Mancha, 45071 Toledo, Spain.

School of Industrial and Aerospace Engineering of Toledo, University of Castilla-La Mancha, 45071 Toledo, Spain.

出版信息

Sensors (Basel). 2022 Jan 26;22(3):955. doi: 10.3390/s22030955.

Abstract

Swimmers take great advantage by reducing the drag forces either in passive or active conditions. The purpose of this work is to determine the frontal area of swimmers by means of an automated vision system. The proposed algorithm is automated and also allows to determine lateral pose of the swimmer for training purposes. In this way, a step towards the determination of the instantaneous active drag is reached that could be obtained by correlating the effective frontal area of the swimmer to the velocity. This article shows a novel algorithm for estimating the frontal and lateral area in comparison with other models. The computing time allows to obtain a reasonable online representation of the results. The development of an automated method to obtain the frontal surface area during swimming increases the knowledge of the temporal fluctuation of the frontal surface area in swimming. It would allow the best monitoring of a swimmer in their swimming training sessions. Further works will present the complete device, which allows to track the swimmer while acquiring the images and a more realistic model of conventional active drag ones.

摘要

游泳运动员通过被动或主动的方式减少阻力,从而获得很大的优势。本工作的目的是通过自动化视觉系统确定游泳运动员的正面区域。所提出的算法是自动化的,还允许为训练目的确定游泳运动员的横向姿势。通过将游泳者的有效正面区域与速度相关联,可以实现对瞬时主动阻力的确定,这是一种朝着确定的方向迈出的一步。本文展示了一种与其他模型相比估计正面和侧面区域的新算法。计算时间允许对结果进行合理的在线表示。在游泳过程中开发一种自动获取正面区域的方法,可以增加游泳时正面区域时间波动的知识。这将允许对游泳者在游泳训练过程中的最佳监控。进一步的工作将展示完整的设备,该设备允许在获取图像的同时跟踪游泳者,并对传统的主动阻力模型进行更现实的模拟。

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