Skip to main content

Automatic Multi-level Summarizations Generation Based on Basic Semantic Unit for Sports Video

  • Conference paper
PRICAI 2006: Trends in Artificial Intelligence (PRICAI 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4099))

Included in the following conference series:

  • 1599 Accesses

Abstract

Sports video has been widely studied due to its tremendous commercial potentials. Despite encouraging results from various specific sports games, it is almost impossible to extend a summarization system for a new sports game due to the lack of sports video modeling. In this paper, we automatically generate multi-level summarizations for sports video based on Basic Semantic Unit (BSU), which is specially presented for sports video and can be extended to a new sports game. The results of the preliminary experiments indicate that our work provides a generic, novel and effective solution for automatic multi-level sports video summarizations.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 239.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Sadlier, D.A., Marlow, S., O’ Connor, N., Murphy, N.: MPEG Audio Bitstream Processing Towards the Automatic Generation of Sports Programme Summaries. In: Proc/ of IEEE International Conference on Multimedia and Expo (ICME 2002), Laussane, Switzerland, pp. 26–29 (2002)

    Google Scholar 

  2. Coldefy, F., Bouthemy, P.: Unsupervised Soccer Video Abstraction Based on Pitch, Dominant Color and Camera Motion Analysis. In: Proc. of the 12th ACM International Conference on Multimedia, New York, USA, pp. 268–271 (2004)

    Google Scholar 

  3. Ekin, A., Tekalp, A.M.: Automatic Soccer Video Analysis and Summarization. In: Proc. of SPIE: Storage and Retrieval for Media Databases 2003, Santa Clara, CA, USA. SPIE, vol. 5021, pp. 339–350 (2003)

    Google Scholar 

  4. Wang, J., Xu, C., Chng, E., et al.: Automatic Replay Generation for Soccer Video Broadcasting. In: Proc. of the 12th ACM International Conference on Multimedia, New York, USA, pp. 32–39 (2004)

    Google Scholar 

  5. Pan, H., van Beek, P., Sezan, M.I.: Detection of Slow-motion Replay Segments in Sports Video for Highlights Generation. In: Proc. of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP 2001), Salt Lake City, UT, USA (2001)

    Google Scholar 

  6. The Official Website of the Olympic Movement, http://www.olympic.org/uk/games/index_uk.asp

  7. Li, Z.: Speech Signal Processing, Publishing House of Mechanical Industry, Beijing, PRC (2003)

    Google Scholar 

  8. Xie, L.X., Xu, P., Chang, S.-F.: Structure Analysis of Soccer Video with Domain Knowledge and Hidden Markov Models. Pattern Recognition Letters 25(7), 767–775 (2004)

    Article  Google Scholar 

  9. Jianyun, C., Lingda, W., et al.: Semantic Event Detection in Soccer Video by Integrating Multi-features Using Bayesian Network. In: Proc. of the International Symposium on Intelligent Multimedia, Video and Speech Processing (ISIMP2004), HongKong, pp. 262–265 (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jianyun, C., Xinyu, Z., Miyi, D., Tingting, W., Songyang, L. (2006). Automatic Multi-level Summarizations Generation Based on Basic Semantic Unit for Sports Video. In: Yang, Q., Webb, G. (eds) PRICAI 2006: Trends in Artificial Intelligence. PRICAI 2006. Lecture Notes in Computer Science(), vol 4099. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-36668-3_56

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-36668-3_56

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-36667-6

  • Online ISBN: 978-3-540-36668-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics