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Instantly indexed multimedia databases of real world events

G.S. Pingali, A. Opalach, Y.D. Jean, I.B. Carlbom
2002 IEEE transactions on multimedia  
This system analyzes video from multiple cameras in real time and captures the activity of the players and the ball in the form of motion trajectories.  ...  We introduce a new paradigm for real-time conversion of a real world event into a rich multimedia database by processing data from multiple sensors observing the event.  ...  They are grateful to management at Bell Labs and IBM Research for supporting this publication.  ... 
doi:10.1109/tmm.2002.1017739 fatcat:676g7lxydndgldziaisfmlzvtm

Player action recognition in broadcast tennis video with applications to semantic analysis of sports game

Guangyu Zhu, Changsheng Xu, Qingming Huang, Wen Gao, Liyuan Xing
2006 Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06  
In this paper, we present a novel method to recognize the basic player actions in broadcast tennis video.  ...  We also propose a novel framework by combining the player action recognition with other multimodal features for semantic and tactic analysis of the broadcast tennis video.  ...  In [17] , a real time tracking approach for player and ball in tennis game was presented.  ... 
doi:10.1145/1180639.1180728 dblp:conf/mm/ZhuXHGX06 fatcat:zy6i43ks4jhgvkbx5n6hx3yhe4

Enhancing Fan Engagement in a 5G Stadium With AI-Based Technologies and Live Streaming

Cheng-Wen Wu, Ming-Der Shieh, Jenn-Jier James Lien, Jar-Ferr Yang, Wei-Ta Chu, Tsang-Hai Huang, Han-Chuan Hsieh, Hung-Ta Chiu, Kuo-Cheng Tu, Yen-Ting Chen, Shian-Yu Lin, Jia-Jun Hu (+2 others)
2022 IEEE Systems Journal  
The technologies involved include table tennis ball trajectory and bounce distribution, badminton shuttlecock tracking and trajectory, augmented-reality enriched video streaming on social networks, real-time  ...  All the technologies and applications are integrated in a novel technologyenhanced broadcasting system (TEBS) that is dedicated to sport events.  ...  , DroneFighter, Jorjin Technologies, and Chunghwa System Integration.  ... 
doi:10.1109/jsyst.2022.3169553 fatcat:6a7ssnpinbh2xaw3dxmyaed2pq

Highlight Ranking for Broadcast Tennis Video Based on Multi-modality Analysis and Relevance Feedback [chapter]

Guangyu Zhu, Qingming Huang, Yihong Gong
2008 Lecture Notes in Computer Science  
Firstly, visual and auditory features are employed to construct the mid-level representations for the content of broadcast tennis video.  ...  In this paper, we propose a novel approach to rank the highlights extracted from broadcast tennis video based on multi-modality analysis and relevance feedback.  ...  (a) Trajectory in frames, (b) Real-world trajectory computed based on player tracking and homography.  ... 
doi:10.1007/978-3-540-89796-5_69 fatcat:42l5hcwiora65jcrpljxa5zbim

Research on Action Recognition of Player in Broadcast Sports Video

Gang Liu, Deming Zhang, Hui Li
2014 International Journal of Multimedia and Ubiquitous Engineering  
Based on support vector machine (SVM) and analysis of optical flow, the paper presents a new method for recognizing player motions in broadcast sports video.  ...  The video often has problems like bad-quality image, non-static video cameras and low-resolution image of player.  ...  In [12] , first broadcast tennis video is sequence segmentation in seconds, at 30 frames per second video sequence independently is player tracking based on template matching In order to produce human  ... 
doi:10.14257/ijmue.2014.9.10.29 fatcat:hbmcan26srh63jecljkdwgqlqy

Real-time view recognition and event detection for sports video

Di Zhong, Shih-Fu Chang
2004 Journal of Visual Communication and Image Representation  
We have developed robust statistical models for detecting the domain-specific views with real-time performance and high accuracy.  ...  Results of such structure and event detection allow for efficient browsing and summarization of long sports video programs.  ...  In this paper, we present a real-time structure parsing and event detection system for sports videos.  ... 
doi:10.1016/j.jvcir.2004.04.009 fatcat:gqiwvzs3yzfrbk55b4zfkinbs4

Multilevel analysis of sports video sequences

Jungong Han, Dirk Farin, Peter H. N. de With, Edward Y. Chang, Alan Hanjalic, Nicu Sebe
2006 Multimedia Content Analysis, Management, and Retrieval 2006  
We propose a fully automatic and flexible framework for analysis and summarization of tennis broadcast video sequences, using visual features and specific game-context knowledge.  ...  into account, and a player-position tracking algorithm based on a 3-D camera model.  ...  In this paper, we propose a flexible framework for automatic, real-time (or near real-time) tennis video analysis, which can summarize tennis video at three levels in order to take different requirements  ... 
doi:10.1117/12.648849 fatcat:ddsmdftob5fxzma3ic73hufqgq

Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players [article]

Haotian Zhang, Cristobal Sciutto, Maneesh Agrawala, Kayvon Fatahalian
2020 arXiv   pre-print
We present a system that converts annotated broadcast video of tennis matches into interactively controllable video sprites that behave and appear like professional tennis players.  ...  Our system can generate novel points between professional tennis players that resemble Wimbledon broadcasts, enabling new experiences such as the creation of matchups between players that have not competed  ...  The Tennis Real Play system [Lai et al. 2012 ] also creates controllable video sprite based tennis characters from broadcast tennis videos and structures synthesis using a simple move-hit-standby state  ... 
arXiv:2008.04524v2 fatcat:tx7brstlfvffph4pim7steic7e

Research on Detection and Trackingof Player in Broadcast Sports Video

Yang Wang, Yueqiu Han, Deming Zhang
2014 International Journal of Multimedia and Ubiquitous Engineering  
The paper presents a method which bases on support vector machine(SVM) and particle filtering for detecting and tracking player in the broadcast sports video.  ...  system.  ...  When the occlusion exists for a long time, such as player close-fitting struggling for balls in the Conclusion This paper studies for the detection and tracking of player in broadcast sports video.  ... 
doi:10.14257/ijmue.2014.9.11.01 fatcat:ausikxj3aff3pnk2djghqhn54q

Optimizing Synchronization of Tennis Professional League Live Broadcast Based on Wireless Network Planning

Kai Tang, Lian-Juan Huo, Fazlullah Khan
2021 Mobile Information Systems  
It results in a higher delay during a live broadcast. The higher delay has numerous disadvantages during broadcasting for delay-sensitive applications.  ...  We have to solve the delay problems during a live broadcast.  ...  It predicts the trajectory, then carries on the real-time tracking, and deletes the background to leave behind the foreground containing the target (namely, tennis in motion).  ... 
doi:10.1155/2021/8732115 fatcat:zfoji2rvszeshl2zit43ri2nse

A Survey of Content-Aware Video Analysis for Sports

Huang-Chia Shih
2018 IEEE transactions on circuits and systems for video technology (Print)  
On the basis of this insight, we provide an overview of the themes particularly relevant to the research on content-aware systems for broadcast sports.  ...  We believe that our findings can advance the field of research on content-aware video analysis for broadcast sports.  ...  Player detection and tracking in broadcast tennis videos were presented in [41] .  ... 
doi:10.1109/tcsvt.2017.2655624 fatcat:rwqzu46sgfb7tpkcav4ysmh6ae

Broadcast Court-Net Sports Video Analysis Using Fast 3-D Camera Modeling

Jungong Han, D. Farin, P. de With
2008 IEEE transactions on circuits and systems for video technology (Print)  
We illustrate the performance and efficiency of the proposed system by evaluating it for a variety of sports videos containing badminton, tennis and volleyball, and we show that our algorithm can operate  ...  Additionally, a Bayesian-based classifier helps to recognize predefined key events, where the input is a number of real-world visual features.  ...  To prove it, we calculate the time consumed for each frame when performing our 3-D modeling to a tennis video clip TABLE III EVALUATION RESULTS FOR THE PLAYER SEGMENTATION AND TRACKING ALGORITHM TABLE  ... 
doi:10.1109/tcsvt.2008.2005611 fatcat:zrxivqefffa3bggmugvjvoamem

Browsing sports video: trends in sports-related indexing and retrieval work

A. Kokaram, N. Rea, R. Dahyot, M. Tekalp, P. Bouthemy, P. Gros, I. Sezan
2006 IEEE Signal Processing Magazine  
HiMPACT Coach uses a real-time automatic segmentation algorithm (exploiting HMMs [49] ) that segments football coaching videos.  ...  (b) Snooker ball tracking. In both cases, a particle filter tracker is instantiated after court calibration and player detection. It uses the color distribution of the object for tracking.  ... 
doi:10.1109/msp.2006.1621448 fatcat:h6k6ohtaa5fyrbeq3x4zznjf4i

An automatic system for sports analytics in multi-camera tennis videos

Rafael Martin Nieto, Jose Maria Martinez Sanchez
2013 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance  
The system is based on a monocamera detection and tracking system, originally designed for video surveillance, which has been adapted for its use in the individual sports domain.  ...  This paper presents an automatic system which after a simple previous configuration is able to detect and track each one of the players on the court or field in single player sports.  ...  A real-time interactive Graphical User Interface (GUI) should be developed for the system operators or system supervisors.  ... 
doi:10.1109/avss.2013.6636679 dblp:conf/avss/NietoS13 fatcat:mjqh5or52vefzc5xkrhcuyrksu

Classification and representation of semantic content in broadcast tennis videos

N. Rea, R. Dahyot, A. Kokaram
2005 IEEE International Conference on Image Processing 2005  
For broadcast tennis footage, the system firstly parses the video sequence based on the geometry of the content in view and classifies the clip as a particular view type.  ...  This object is tracked using a colour based particle filter. The video syntax and audio features are used to help delineate the temporal boundaries of these events.  ...  INTRODUCTION Automatic retrieval of high-level content from broadcast TV footage has occupied the video processing research community for several years.  ... 
doi:10.1109/icip.2005.1530614 dblp:conf/icip/ReaDK05 fatcat:xv6a5gxlwfgq7kqlztft6gsmqu
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