使用微软Kinect Xbox 360的保龄球动作分析:2019年12月

Usama Muddassar, Ammara Sajid, Izzah Mahmood, Naveed ur Rehman
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引用次数: 1

摘要

本文提出了一个分析板球运动中保龄球动作的系统。该系统的目的是计算投球手的肘部弯曲角度,以检查该动作是否合法。Kinect xbox360传感器用于获取玩家完整动作的视频。我们测试了两种测量弯曲角度的方法,即基于标记的技术和无标记的技术。采用无标记技术求肘关节弯曲角,其中通过检测骨架点,利用MATLAB和Java内置库进行角度计算。基于标记的肘关节弯曲角度计算方法是通过检测附着在投球手身上的标记来实现的。一旦使用单个摄像头分析动作,多个Kinect摄像头就会连接起来,从不同角度测试保龄球动作。最后,将基于标记的系统得到的弯头角度与实际角度进行了比较,并讨论了两种系统的精度。
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Bowling Action Analysis using Microsoft Kinect Xbox 360 : December 2019
This paper presents a system to analyse the bowling action in Cricket. The aim of the system is to calculate the elbow-flex angle of the bowler to examine the action as legal or illegal. Kinect Xbox 360 sensor is used to acquire the video of the complete action of the player. We have tested two methods for measuring angle of flex, that are marker-based techniques and marker-less techniques. Marker-less technique is used to find out the elbow-flex angle in which angle calculation is done by detecting skeleton points using built-in libraries of MATLAB and Java. Marker-based technique is used to find out the elbow flex angle in which angle calculation is done by detecting the markers attached on the body of the bowler. Once the action is analysed using single camera, multiple Kinect cameras are then interfaced for testing the bowling action from different angles. At the end, the angle of the elbow is obtained through the marker-based system is compared with the actual angle and discussed the accuracy of both systems.
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