通过ai驱动的体育动作跟踪和PTZ摄像机进行体育制作

Q3 Engineering SMPTE Motion Imaging Journal Pub Date : 2023-11-16 DOI:10.5594/JMI.2023.3321102
David Edwards;Siddhi Imming
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引用次数: 0

摘要

消费者对观看体验的期望通常是基于观看一级体育赛事。作为回应,体育节目编编者正在寻找解决方案,以符合现有预算的成本提供引人入胜的体验。人工智能(AI)驱动的体育制作解决方案已经出现一段时间了。但到目前为止,准确追踪运动动作和视觉清晰度的能力一直是一个挑战。本文描述了全景摄像系统如何监控整个比赛场地,并为识别运动动作的AI系统提供信息。此外,还描述了人工智能引擎如何驱动高质量的平移倾斜变焦(PTZ)相机跟随动作以提供程序馈送。文章还讨论了人工智能引擎如何准确地指向PTZ摄像机-考虑到视频和人工智能处理延迟,如何测量这些处理延迟,向前预测方向矢量并正确地指向程序馈送摄像机,而不考虑与摄像机的距离和实现的角速度变化。
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Sports Production Through AI-Powered Sports Action Tracking and PTZ Cameras
Consumer expectation when it comes to the viewing experience is often based on watching tier 1 sports productions. In response, sports programmers are searching for solutions that deliver an engaging experience at a cost that is in line with the available budget. Artificial intelligence (AI)-driven sports production solutions have been available for some time. But to date, the ability to accurately track sporting action combined with visual clarity has been a challenge. This article describes how a panoramic camera system can be implemented to monitor the entire field of play, to feed an AI system that identifies the sporting action. Furthermore, how the AI engine can drive a high-quality pan-tilt-zoom (PTZ) camera to follow the action to deliver the program feed is also described. The article also discusses how the AI engine can accurately point the PTZ camera—taking into account video and AI processing delays, how those processing latencies can be measured, to forward-predict directional vectors and correctly point the program feed camera irrespective of distance from the camera and the variation in angular velocity realized.
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来源期刊
SMPTE Motion Imaging Journal
SMPTE Motion Imaging Journal 工程技术-成像科学与照相技术
CiteScore
0.60
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: The SMPTE Motion Imaging Journal is the key publication of the Society, consistently ranked by our members as the most valuable benefit of their SMPTE membership. Each issue of the Journal explores a theme in great depth, with peer-reviewed technical articles from leading academics, researchers and engineers working at the top companies worldwide. You''ll expand your knowledge on topics like image processing, display technologies, audio, compression, standards, digital cinema, distribution and machine learning and much more. For additional coverage of each month''s topic, the Journal features more exclusive articles online.
期刊最新文献
MEMORIAM: Fred Pfost: The Birth of the VTR and Its Ampex Inventors Advanced Volumetric Video Format for Enhancing Photo-Realistic Lighting Reproduction Introduction to Immersive and Volumetric Media Using Metahumans in Large-Scale Sports Production AI Assistants in Media Production and Management: A Survey of Workflow Optimizations for Enhancing Creativity
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