Open Access Open Access  Restricted Access Subscription or Fee Access

Review on Spontaneous Highlight Generation from Sports Video

Jimmy Soni, Priyanka Buch

Abstract


Automatic highlight generation from sports video is necessary because of the scattered sports videos over internet promote need of spontaneous video examination, like quick browsing, video summarization, identifying and record fascinating highlights for later review. Highlight extraction is unique key technologies in sports video for educational as well as in real time application. This paper telltale several procedures to create spontaneous highlights from sports videos.


Keywords


Detect Logo, Event Detection, Sports Highlight Extraction, Replay Derection, Video Summarization, Video Indexing.

Full Text:

PDF

References


Shivani Arbat, Shashi Kumari Sinha, Shikha, Beena Khade,” Event-Detection-In-Broadcast-Soccer-Video-By-Detecting-Replays”, international journal of scientific & technology research, volume 3, issue 5, pp. 282-285, may 2014.

Zengkai Wang, Junqing Yu, Yunfeng He and Tao Guan,"Affection arousal based highlight extraction for soccer video.", Multimedia Tools and Applications , pp.1-28, july 2013.

Pooransingh, Akash, and Cathy-Ann Radix. "Broadcast Cricket Highlight Treatment using a Quadrant Based Method for Global Motion." Journal of Multimedia 9.6 (2014): 747-756.

Vijayan, E., T. Arun Kumar, and M. Anand. "Automatic Sports Highlights Generation Baesd on Key Frame and Image Subtraction." International Journal of Applied Engineering Research (IJAER) 9.18 (2014): 4359-4367.

Chen, Chun-Min, and Ling-Hwei Chen. "A novel method for slow motion replay detection in broadcast basketball video." Multimedia Tools and Applications (2014): 1-21.

Ghanem, B., Kreidieh, M., Farra, M. and Tianzhu Zhang, "Context-aware learning for automatic sports highlight recognition." Pattern Recognition (ICPR), 2012 21st International Conference on. IEEE, pp. 1977 – 1980, Nov. 2012,

Hasan, Taufiq, et al. "Multi-modal highlight generation for sports videos using an information-theoretic excitability measure." EURASIP Journal on Advances in Signal Processing 2013.1 (2013): 1-17.

Raventos, Arnau, et al. "The importance of audio descriptors in automatic soccer highlights generation." Multi-Conference on Systems, Signals & Devices (SSD), 2014 11th International. IEEE, 2014.

Huang, Yo-Ping, Ching-Lin Chiou, and Frode Eika Sandnes., "An intelligent strategy for the automatic detection of highlights in tennis video recordings.", Expert Systems with Applications 36.6 , pp. 9907-9918, 2009.

Karthirvel, P; Sabarimalai, M.; Soman, P. "Automated Referee Whistle Detection for Extraction of Highlights from Sports Video". International Journal of Computer Applications. Vol 12 - No. 11, January 2011.

M.H.Kolekar, S.Sengupta, “Caption Content Analysis Based Automated Cricket Highlight Generation.” National Communications Conference (NCC), Mumbai, 2008, pp.461-465.

David A Sadlier and Noel E O’Connor, “Event detection in field sports video using audio-visual features and a support vector machine,” Circuits and Systems for Video Technology, IEEE Transactions on, vol. 15,no.10,pp.1225–1233,2005.

Cheng, Chih-Chieh, and Chiou-Ting Hsu. "Fusion of audio and motion information on HMM-based highlight extraction for baseball games." Multimedia, IEEE Transactions on 8.3 (2006): 585-599.

Yang, Ying, et al. "Highlights extraction in soccer videos based on goal-mouth detection." Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on. IEEE, 2007.

X. F. Tong, H. Q. Lu, Q. S. Liu, and H. L. Jin, “Replay detection in broadcasting sports video,” in Proceedings of 3rd International Conference on Image and Graphics, pp. 337-340, 2004.

Kolekar, Maheshkumar H., and Somnath Sengupta. "Semantic concept mining in cricket videos for automated highlight generation." Multimedia Tools and Applications 47.3 (2010): 545-579.

Su, Po-Chyi, et al. "Transition effect detection for extracting highlights in baseball videos." EURASIP Journal on Image and Video Processing 2013.1 (2013): 1-16.

Luo, M., Yu-Fei Ma and Hong-Jiang Zhang, “Pyramidwise structuring for soccer highlight extraction”, Information, Communications and Signal Processing, Vol. 2, pp. 945 – 949, Dec. 2003.

Jürgen Assfalg, Marco Bertini, Carlo Colombo, Alberto Del Bimbo, Walter Nunziati, "Semantic annotation of soccer videos: automatic highlights identification.", Computer Vision and Image Understanding 92.2 , pp. 285-305, Oct. 2003.

Namuduri, Kamesh. "Automatic extraction of highlights from a cricket video using MPEG-7 descriptors.", Communication Systems and Networks and Workshops, First International. IEEE, pp.1-3, Jan. 2009.

Song, Y., X. Wen, Y. Sun, L. Zhang, L. Yan and H. Lin, 2011. A scoreboard based method for goal events detecting in football videos. workshop on Digital Media and Digital Content Management (DMDCM), 15-16 May, Beijing, China, pp: 248-251.

Ekin, A. and A.M. Tekalp, 2003. Generic event detection in sports video using cinematic features. Conference on Computer Vision and Pattern Recognition Workshop, Jun. 2003.

Sadlier, D.A. and N.E. O'Connor,” Event detection in field sports video using audio-visual features and a support vector machine”, IEEE, Issue 15, Vol. 10, pp. 1225-1233, 2005.

Needham, C.J. and R.D. Boyle, “Tracking Multiple Sports Players through Occlusion, Congestion and Scale”, University of Leeds, United Kingdom, 2001.

Refaey Elsayed, M.A., K.M. Hanafy and S.M. Davis,”Concurrent transition and shot detection in football videos using fuzzy logic”, 16th IEEE International Conference on Image Processing, pp. 4341-4344, Nov. 2009.

Naphade, M.R. and T.S. Huang, “Discovering recurrent events in video using unsupervised methods”, Iternational Conference on Image Processing, 2002.

Li, B. and M.I. Sezan, “Event detection and summarization in sports video”, Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries, pp. 132, 2001.

Ronald, G., S. Sebastian, O. Hüseyin, K. Pascal and S.Thomas, “Real-time detection of sport in mpeg-2 sequences using high-level AV-descriptors and SVM”, Third International Conference on Digital Information Management, pp. 727-732, Nov. 2008.

Huang-Chia, S. and H. Chung-Lin, “Semantic interpretation of superimposed captions in sports”, IEEE 9th Workshop on Multimedia Signal Processing, pp. 235-238, Oct. 2007.

Luca, S. and R. Markus, “Encoding optimization of low resolution soccer video sequences”, IEEE International Conference on Multimedia and Expo, Vienna Univ. of Technol., Vienna, pp. 841-844, 2008.


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution 3.0 License.