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首页> 外文期刊>Journal of Computer Science and Control Systems >Video Analysis during Sports Competitions based on PTZ Camera
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Video Analysis during Sports Competitions based on PTZ Camera

机译:基于PTZ摄像机的体育比赛中的视频分析

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摘要

The use of video during sports competitionsthat are acquired with a PTZ camera (Pan - Tilt -Zoom) for tracking and identification of the playersare operated and experienced in various applications.This remains a difficult challenge and presents a largearea of the investigation. The system has the ability todetect and track multiple players, estimate thehomography between successive frames of a videosequence and the playground and identify the actors inthe scene. The homography estimation is solved byusing a variant of the ICP algorithm. The results ofthese operations applied machine vision in the field ofthe analysis of the sport opened immense possibilitiesof applications and mixed reality and increased in thebenefit of sports events shown on television.
机译:在体育比赛中使用PTZ摄像机(Pan-Tilt -Zoom)采集视频来跟踪和识别运动员的情况在各种应用中都得到了操作和体验,这仍然是一个艰巨的挑战,并提出了广阔的研究领域。该系统具有检测和跟踪多个玩家,估计视频序列的连续帧与运动场之间的单应性以及识别场景中的演员的能力。单应性估计是通过使用ICP算法的一种变体来解决的。这些操作的结果将机器视觉应用于体育分析领域,为应用和混合现实打开了无限可能,并增加了电视上显示的体育赛事的收益。

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