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Sports Production Through AI-Powered Sports Action Tracking and PTZ Cameras 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 Pub Date : 2023-11-16 DOI: 10.5594/JMI.2023.3321102
David Edwards;Siddhi Imming
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.
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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引用次数: 0
SMPTE Almanac SMPTE 年鉴
Q3 Engineering Pub Date : 2023-11-16 DOI: 10.5594/JMI.2023.3326827
Michael Dolan
In this column, we provide interesting historical briefs from the Journal articles of days past. The purpose of this column is primarily entertainment, but we hope it will also stimulate your thinking and reflection on the Society’s history, how far we have come in the industry, and (sometimes) how some things never change. This column has been sponsored by Television Broadcast Technology, Inc., since March 2001: http://ieeexplore.ieee.org/document/7257346
在本专栏中,我们将提供《华尔街日报》过去几天文章中有趣的历史摘要。本专栏的主要目的是娱乐,但我们希望它也能激发你对协会历史的思考和反思,我们在这个行业走了多远,以及(有时)有些事情是永远不会改变的。本专栏自2001年3月起由电视广播技术公司赞助:http://ieeexplore.ieee.org/document/7257346
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引用次数: 0
The Society of Motion Pictures and Television Engineers Officers 美国电影电视工程师协会
Q3 Engineering Pub Date : 2023-11-16 DOI: 10.5594/JMI.2023.3320470
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引用次数: 0
Encoding Optimizations for Video Game Live Streaming 视频游戏直播的编码优化
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3303499
Julien Le Tanou;Nelson Francisco
In recent years, live video-game-centric streaming platforms have experienced dramatic growth, driven by the explosion of the esports market. Besides, live-event rightsholders and broadcasters are successfully “gamifying” their video offerings. Given the rise of video game live streaming, we address, in this article, the questions of how to optimize and adapt the encoding strategies for efficient game content coding. We first characterize game content, focusing on how its signal characteristics differ from “natural” content. We then share insights on selected encoding strategies targeting improvements in both compression efficiency and density/encoder run time for signals with such characteristics. Additionally, we examine the relevance of screen content coding (SCC) tools, as adopted in HEVC SCC and VVC standards, in a video game coding context. Finally, we conclude the article by highlighting the benefits of using game-content-aware technology with better compression efficiency under realtime constraints.
近年来,在电子竞技市场爆发的推动下,以视频游戏直播为中心的流媒体平台经历了急剧增长。此外,现场活动权利持有人和广播公司正在成功地将其视频产品“游戏化”。鉴于视频游戏直播的兴起,我们在本文中讨论了如何优化和调整编码策略以实现高效的游戏内容编码的问题。我们首先对游戏内容进行表征,重点关注其信号特征与“自然”内容的区别。然后,我们分享了针对具有此类特征的信号的压缩效率和密度/编码器运行时间改进的选定编码策略的见解。此外,我们还研究了HEVC SCC和VVC标准中采用的屏幕内容编码(SCC)工具在视频游戏编码环境中的相关性。最后,我们在文章的结尾强调了在实时约束下使用具有更好压缩效率的游戏内容感知技术的好处。
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引用次数: 0
Join SMPTE for a Change 加入SMPTE寻求改变
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3318457
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引用次数: 0
SMPTE Almanac SMPTE年鉴
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3313597
Michael Dolan
In this column, we provide interesting historical briefs from the Journal articles of days past. The purpose of this column is primarily entertainment, but we hope it will also stimulate your thinking and reflection on the Society’s history, how far we have come in the industry, and (sometimes) how some things never change. This column is sponsored by Television Broadcast Technology, Inc., since March 2001: http://ieeexplore.ieee.org/document/7257346
在本专栏中,我们提供了《华尔街日报》过去几天文章中有趣的历史摘要。本专栏的目的主要是娱乐,但我们希望它也能激发你对协会历史的思考和反思,我们在这个行业已经走了多远,以及(有时)有些事情是如何永远不会改变的。本专栏由股份有限公司电视广播技术赞助,自2001年3月起:http://ieeexplore.ieee.org/document/7257346
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引用次数: 0
SMPTE 2023 Fellows SMPTE 2023研究员
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3308252
“A Fellow of the Society is one who has by proficiency and contributions attained an outstanding rank among engineers or executives in the motion picture, television, or related industries.”
学会会员是指在电影、电视或相关行业的工程师或行政人员中,凭借其熟练程度和贡献而获得杰出地位的人
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引用次数: 0
2023 Honors and Awards Recipients 2023荣誉和奖项获得者
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3308236
The 2023 Awards Gala will take place on Thursday, 19 October and will feature a reception and dinner at the Loews Hollywood Hotel, in Hollywood, CA.
2023年颁奖典礼将于10月19日星期四举行,届时将在加利福尼亚州好莱坞的Loews Hollywood酒店举行招待会和晚宴。
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引用次数: 0
Sustaining Members 维持成员
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3310849
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引用次数: 0
New Era of ST 2110 Compliance Testing With PICS and RP 2110-25 使用PICS和RP 2110-25进行ST 2110符合性测试的新时代
Q3 Engineering Pub Date : 2023-10-04 DOI: 10.5594/JMI.2023.3305004
Pavlo Kondratenko;Ievgen Kostiukevych;Willem Vermost;Leigh Whitcomb
The overall adoption of SMPTE ST 2110 standards and the Advanced Media Workflow Association Networked Media Open Specifications (AMWA NMOS) grows. To serve the industry with a better understanding of these standards and specifications, the Joint Task Force on Networked Media (JT-NM) introduced the JT-NM Tested program. After running the “Tested Program” several times, a number of pain points became clear. These underpinned feedback on the documents and other questions, such as how to improve and scale up this kind of event. To assist with this, SMPTE is creating Protocol Implementation Conformance Statements (PICS) for the ST 2110 standard suite, recommended practice (RP) 2110–25 (Professional Media Over Managed Internet Protocol (IP) Networks: Measurement Practices), and the JT-NM has the JT-NM Tested program. The article outlines the work and the achieved results in the form of PICS documents for the SMPTE ST 2110 standard suite and the RP 2110–25 document to provide for better testing and measurement of SMPTE ST 2110 implementations. We discuss the ways to ensure compliance and interoperability of implementations, including the experience gained during several JT-NM Tested events. We explain how these interop events are operated, the value they bring, and how the PICS will enhance such future events. Another important aspect is monitoring and measuring the implementations’ operation parameters, such as packet pacing. A specific problem discussed is the uniformity and consistency of such measurements among the different SMPTE ST 2110 equipment vendors.
SMPTE ST 2110标准和高级媒体工作流程协会网络媒体开放规范(AMWA NMOS)的整体采用率不断提高。为了更好地理解这些标准和规范,为行业服务,网络媒体联合特遣部队(JT-NM)推出了JT-NM测试计划。在多次运行“测试程序”后,许多痛点变得清晰起来。这些支持了对文件和其他问题的反馈,例如如何改进和扩大这类活动。为了帮助实现这一点,SMPTE正在为ST 2110标准套件创建协议实现一致性声明(PICS),建议实施规程(RP)2110–25(托管互联网协议(IP)网络上的专业媒体:测量实践),JT-NM有JT-NM测试程序。本文以SMPTE ST 2110标准套件的PICS文件和RP 2110–25文件的形式概述了工作和取得的成果,以更好地测试和测量SMPTE ST 211 0的实现。我们讨论了确保实现的合规性和互操作性的方法,包括在几次JT-NM测试事件中获得的经验。我们解释了这些互操作事件是如何操作的,它们带来的价值,以及PICS将如何增强这些未来事件。另一个重要方面是监视和测量实现的操作参数,例如数据包定步。所讨论的具体问题是不同SMPTE ST 2110设备供应商之间的这种测量的一致性和一致性。
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引用次数: 0
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SMPTE Motion Imaging Journal
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