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Optimization of audience encoding in low-resolution soccer video sequences

Luca Superiori, Alfredo Font Perez, Markus Rupp
2008 2008 42nd Asilomar Conference on Signals, Systems and Computers  
In this work we propose the optimization of the encoding process by minimizing the bandwidth associated to the audience while preserving acceptable quality for the viewer.  ...  Soccer is one of the most streamed video contents over the European mobile networks.  ...  The views expressed in this paper are those of the authors and do not necessarily reflect the views within mobilkom austria AG.  ... 
doi:10.1109/acssc.2008.5074624 fatcat:6sxa34dqrbh5hkgsai3wruzqmq

Encoding optimization of low resolution soccer video sequences

Luca Superiori, Markus Rupp
2008 2008 IEEE International Conference on Multimedia and Expo  
In this article we propose an optimization method for encoding low resolution soccer video sequences.  ...  The proposed optimization aims at maximizing the user perceived quality, considering the characteristic features of soccer videos.  ...  In this work a content aware encoding mechanism specific for soccer video sequences is proposed. This paper is organized in five sections.  ... 
doi:10.1109/icme.2008.4607566 dblp:conf/icmcs/SuperioriR08 fatcat:bbtz7fgjmvcelg2ssutbm2asey

Genetic Keyframe Extraction for Soccer Video

Xue Yang, Zhicheng Wei
2011 Procedia Engineering  
This paper presents a genetic algorithm based model for soccer video summarization.  ...  Then the model employs crossover and mutation operators to get the meaningful summary in a video search space.  ...  Experimental results show that the GA based method with audio and visual features is more suitable for abstracting soccer video, and it can get the optimal fitness to get the main idea of the soccer video  ... 
doi:10.1016/j.proeng.2011.11.2570 fatcat:6zv3z3hzbfg5vikalkorz2bcvq

A framework for providing adaptive sports video to mobile devices

Cunxun Zang, Qingshan Liu, Xiaofeng Tong, Hanqing Lu
2006 Proceedings of the 2nd international conference on Mobile multimedia communications - MobiMedia '06  
To validate the practicality and effectiveness of our system, we conduct the experiments on several real soccer videos.  ...  Our framework combines contentbased sports highlights extraction and quality-domain video compression technologies in video server, capable of reducing wireless bandwidth consumption more effectively.  ...  Video Streaming Customization Due to the limitation of bandwidth and computation capacity, a coding scheme of low-rate and low computation cost in decoding is desired.  ... 
doi:10.1145/1374296.1374337 dblp:conf/mobimedia/ZangLTL06 fatcat:mxkpwjt2yfd4ze4vefgmgafwne

Internet Video Delivery Improved by Super-Resolution with GAN

Joao da Mata Liborio, Cesar Melo, Marcos Silva
2022 Future Internet  
In this paper, we leverage the power of deep-learning-based super-resolution methods and implement a model for video super-resolution, which we call VSRGAN+.  ...  These models have been used to improve the quality of videos and images. In the last decade, video-streaming applications have also become popular.  ...  In this modality, the assumption is that low-resolution videos V LR encoded in 360p or 540p are super-resolved using a 2× factor, and engaged audiences access this content at 720p or 1080p resolution (  ... 
doi:10.3390/fi14120364 fatcat:albe6kneqvhqpksbduqpnbteii

An Analysis of Constant Bitrate and Constant PSNR Video Encoding for Wireless Networks

Tanir Ozcelebi, Fabio Vito, A. Tekalp, M. Civanlar, M. Sunay, J. De Martin
2006 2006 IEEE International Conference on Communications  
Experimental results obtained using AVC/H.264 encoding in a CDMA/HDR multi-user environment with crosslayer optimized scheduling show performance comparisons of CBR and CPSNR encoding. 1  ...  Instead of transmitting all of the video content at low quality, the most important content can be transmitted at high quality while still preserving an acceptable quality for the remaining segments.  ...  Similarly, the bitrate-PSNR mapping for soccer videos is found as shown in Figure 2 for soccer videos by averaging over a set of video shot instances.  ... 
doi:10.1109/icc.2006.255423 dblp:conf/icc/OzcelebiVTCSM06 fatcat:3zznpli4t5eu7f7qwnyn3irbii

Low-complexity transcoding algorithm from H.264/AVC to SVC using data mining

Rosario Garrido-Cantos, Jan De Cock, Jose Luis Martínez, Sebastian Van Leuven, Pedro Cuenca, Antonio Garrido
2013 EURASIP Journal on Advances in Signal Processing  
decision task of the scalable video coding encoding stage using machine learning tools.  ...  This paper proposes a low-complexity algorithm to convert an H.264/AVC bitstream without scalability to scalable bitstreams with temporal scalability in baseline and main profiles by accelerating the mode  ...  For example, the increment in bitrate is smaller in Hall or Harbor than in Soccer. This is due to the high movement of the Soccer sequence.  ... 
doi:10.1186/1687-6180-2013-82 fatcat:p3gwze5iyjf53pnu4zn7ozkusi

Systematic Assessment of the Video Recording Position for User-generated Event Videos

Stefan Wilk, Wolfgang Effelsberg
2014 Proceedings of the ACM International Conference on Multimedia - MM '14  
This is a first systematic approach to describe why usergenerated video sequences differ in terms of quality depending on changing recording positions.  ...  In large-scale events such as concerts, the manifold of potential views recorded by the audience allows to watch an event from different perspectives.  ...  The camera has been set up to ensure low quantization rates during encoding. Lossy encoded videos are used as those are predominantly used in UGV.  ... 
doi:10.1145/2647868.2655022 dblp:conf/mm/WilkE14a fatcat:wfqmfcicrbc2fpgbt445jzttt4

Robust video multicast with joint network coding and video interleaving

Hui Wang, C.-C. Jay Kuo
2010 Journal of Visual Communication and Image Representation  
Furthermore, we study the problem of optimal interleaving design, which selects the optimal interleaving degree and the optimal redundancy of each generation.  ...  In the RLNC implementation, we partition one video coding unit (VCU) into several priority levels using scalable properties of H.264/SVC video.  ...  For example, the low resolution video can be used to conceal high resolution video by interpolation.  ... 
doi:10.1016/j.jvcir.2009.06.008 fatcat:vtkqq7se4zfqhf3bmifugogbfe

Scalable Video Coding for IPTV Services

T. Wiegand, L. Noblet, F. Rovati
2009 IEEE transactions on broadcasting  
Scenarios for the use of the recently approved Scalable Video Coding (SVC) extension of H.264/MPEG4-AVC in IPTV services are presented.  ...  For that, a brief technical overview of SVC when deployed in IPTV services is provided.  ...  Alfonso and Iljia Materic at STMicroelectronics for their insight on SVC implementation complexity evaluation; Maryline Clare, Sylvain Kervadec and Gilles Teniou at Orange Labs for their investigation of  ... 
doi:10.1109/tbc.2009.2020954 fatcat:vbfq36dbrbcbbpjrb3hheqxvqe

Fast encoding for personalized views extracted from beyond high definition content

Niels Van Kets, Johan De Praeter, Glenn Van Wallendael, Jan De Cock, Rik Van de Walle
2015 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting  
This could be achieved with a second screen application that lets the users select their own viewpoint in an extremely high resolution video to direct their own first screen.  ...  However, encoding a personalized view for each user is computationally complex. This paper describes a machine learning approach to speed up the encoding of each personal view.  ...  ACKNOWLEDGMENT Part of the research leading to this publication was performed in the High Tech Visualisation research program (HiViz) of iMinds.  ... 
doi:10.1109/bmsb.2015.7177225 dblp:conf/bmsb/KetsPWCW15 fatcat:z54crhs24vc7pmzn2rez4mdhye

Wireless networking for automated live video broadcasting: System architecture and research challenges

Domenico Giustiniano, Vladimir Vukadinovic, Stefan Mangold
2011 2011 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks  
The majority of sport events are of interest only to a relatively small group of viewers, such as college and regional league competitions.  ...  The broadcasting of these sport events is often not economically viable because of the required installation/cabling and the need for an on-site crew for content production.  ...  Molisch, Professor of Electrical Engineering at the University of Southern California, Los Angeles, USA, and Thomas Gross, Professor of Computer Science Department at ETH, Zurich, Switzerland, for their  ... 
doi:10.1109/wowmom.2011.5986183 dblp:conf/wowmom/GiustinianoVM11 fatcat:cjzvmpsirzffvdyezbkttmuefe

Providing on-demand sports video to mobile devices

Qingshan Liu, Zhigang Hua, Cunxun Zang, Xiaofeng Tong, Hanqing Lu
2005 Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05  
To validate the practicality and effectiveness of this system, we conduct the experiments on several real soccer videos.  ...  First, we construct an infrastructure for extracting and delivering the highlights instead of the whole sport videos to mobile clients, which can significantly reduce the bandwidth consumption.  ...  All the videos are the 90-minute soccer games with a high-quality resolution and a large size.  ... 
doi:10.1145/1101149.1101222 dblp:conf/mm/LiuHZTL05 fatcat:5h64l625szd2dhnaifxkde4kjy

Automatic thumbnail selection for soccer videos using machine learning

Andreas Husa, Cise Midoglu, Malek Hammou, Steven A. Hicks, Dag Johansen, Tomas Kupka, Michael A. Riegler, Pål Halvorsen
2022 Proceedings of the 13th ACM Multimedia Systems Conference  
However, such approaches can result in the selection of sub-optimal video frames as snapshots, which degrades the overall quality of the video clip as perceived by viewers, and consequently decreases viewership  ...  In this paper, we present an automatic thumbnail selection system for soccer videos which uses machine learning to deliver representative thumbnails with high relevance to video content and high visual  ...  ACKNOWLEDGMENTS This research was funded by the Research Council of Norway, project number 327717 (AI-producer).  ... 
doi:10.1145/3524273.3528182 fatcat:prq3hcbzt5cafj7wrqmyed3qqu

Online Multiplayer Tracking by Extracting Temporal Contexts with Transformer

Xiao Han, Yongbin Wang, Shouxun Liu, Cong Jin, Ting Bi
2022 Wireless Communications and Mobile Computing  
Sports competition is one of the most popular programs for many audiences. Tracking the players in sports game videos from broadcasts is a nontrivial challenge for computer vision researchers.  ...  In sports videos, the direction of an athlete's movement changes quickly and unpredictably. Mutual occlusion between athletes is also more frequent in team competitions.  ...  Acknowledgments The result of this paper is supported by the National Key R&D Program of China (Grant No. 2019YFB1406201).  ... 
doi:10.1155/2022/6177973 fatcat:pr255cvqyvbltoaexeeo226iqy
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