Skip to main content

Accessing News Video Libraries through Dynamic Information Extraction, Summarization, and Visualization

  • Chapter
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2539))

Abstract

The Informedia Project has developed and evaluated surrogates, summary interfaces, and visualizations for accessing a digital video library containing thousands of documents and terabytes of data. This chapter begins with a review of Informedia surrogates for a single video document, including titles, storyboards, and skims. Incorporating textual elements, considering user context and emphasizing phrases over words have all led to better video surrogates. These lessons have driven the development of direct manipulation interfaces and visualization strategies for exploring news video libraries. Summarization strategies employed in the Informedia Project for sets of broadcast news video documents are discussed, concluding with the research challenges in building visual interfaces from vast quantities of image data and imperfect automatic video processing.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Christel, M., Olligschlaeger, A.M, and Huang, C. Interactive Maps for a Digital Video Library. IEEE MultiMedia 7(2000), 60–67

    Article  Google Scholar 

  2. Wactlar, H., Christel, M., Gong, Y., and Hauptmann, A. Lessons Learned from the Creation and Deployment of a Terabyte Digital Video Library. IEEE Computer 32(1999), 66–73

    Google Scholar 

  3. Li, F., Gupta, A., et al. Browsing Digital Video. In Proc. ACM CHI’ 00 (The Hague, Neth., April 2000), 169–176

    Google Scholar 

  4. Christel, M., and Martin, D. Information Visualization within a Digital Video Library. Journal of Intelligent Information Systems 11(1998), 235–257

    Article  Google Scholar 

  5. Christel, M., Winkler, D., and Taylor, C.R. Improving Access to a Digital Video Library. In Human-Computer Interaction: INTERACT97, Chapman & Hall, London, 1997, 524–531

    Google Scholar 

  6. Cox, R.V., Haskell, B.G., Lecun, Y., Shahraray, B., and Rabiner, L. Applications of Multimedia Processing to Communications. Proc. of IEEE 86(5) (May 1998), 754–824

    Google Scholar 

  7. Lienhart, R., Pfeiffer, S., and Effelsberg, W. Video Abstracting. Comm. ACM 40(12), 1997, 54–62

    Article  Google Scholar 

  8. Ponceleon, D., Srinivasan, S., Amir, A., Petkovic, D., and Diklic, D. Key to Effective Video Retrieval: Effective Cataloging and Browsing. In Proc. ACM Multimedia’ 98 (Bristol, UK, Sept. 1998), ACM Press, 99–107

    Google Scholar 

  9. Yeo, B.-L. and Yeung, M.M. Retrieving and Visualizing Video. Comm. ACM 40(12), 1997, 43–52

    Article  Google Scholar 

  10. Zhang, H.J., Low, C.Y., and Smoliar, S.W. Video parsing and browsing using compressed data. Multimedia Tools and Applications 1(1) (1995), 89–111

    Article  Google Scholar 

  11. Ding, W., Marchionini, G., and Soergel, D. Multimodal Surrogates for Video Browsing. In Proc. ACM Conf. on Digital Lib. (Berkeley, CA, Aug. 1999), 85–93

    Google Scholar 

  12. Aoki, H., Shimotsuji, S., and Hori, O. A Shot Classification Method of Selecting Effective Key-Frames for Video Browsing. In Proc. ACM Multimedia’ 96 (Boston, MA, Nov. 1996), ACM Press, 1–10

    Google Scholar 

  13. Wolf, W. Key Frame Selection by Motion Analysis. In Proc. IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP), (Atlanta, GA, May 1996), 1228–1231

    Google Scholar 

  14. Taniguchi, Y., Akutsu, A., et al. An Intuitive and Efficient Access Interface to Real-Time Incoming Video Based on Automatic Indexing. In Proc. ACM Multimedia’ 95, (San Francisco, CA, Nov. 1995), ACM Press, 25–33

    Google Scholar 

  15. Boreczky, J., Girgensohn, A., Golovchinsky, G., and Uchihashi, S. An Interactive Comic Book Presentation for Exploring Video. In Proc. ACM CHI’ 00 (The Hague, Netherlands, April 2000), 185–192

    Google Scholar 

  16. Foote, J., Boreczky, J., et al. An Intelligent Media Browser using Automatic Multimodal Analysis. In Proc. ACM Multimedia’ 98 (Bristol, UK, Sept. 1998), 375–380

    Google Scholar 

  17. Large, A., Beheshti, J., Breuleux, A., and Renaud, A. Multimedia and Comprehension: The Relationship among Text, Animation, and Captions. J. American Society for Information Science 46(5) (June 1995), 340–347

    Google Scholar 

  18. Nugent, G.C. Deaf Students’ Learning from Captioned Instruction: The Relationship between the Visual and Caption Display. Journal of Special Education 17(2) (1983), 227–234

    Article  Google Scholar 

  19. Christel, M. and Warmack, A. The Effect of Text in Storyboards for Video Navigation. In Proc. IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP), (Salt Lake City, UT, May 2001)

    Google Scholar 

  20. Christel, M., Smith, M., Taylor, C.R., and Winkler, D. Evolving Video Skims into Useful Multimedia Abstractions. In Proc. ACM CHI’ 98 (Los Angeles, CA, April 1998), ACM Press, 171–178

    Google Scholar 

  21. Olsen, K.A., Korfhage, R.R., et al. Visualization of a Document Collection: The VIBE System. Information Processing & Management 29(1) (1993), 69–81

    Article  Google Scholar 

  22. Ahlberg, C. and Shneiderman, B. Visual Information Seeking: Tight Coupling of Dynamic Query Filters with Starfield Displays. In Proc. ACM CHI’ 94 (Boston, MA, April 1994), 313–317

    Google Scholar 

  23. Crane, G., Chavez, R., et al. Drudgery and Deep Thought. Comm. ACM 44(5), 2001, 34–40

    Article  Google Scholar 

  24. Chang, S.-F., moderator. Multimedia Access and Retrieval: The State of the Art and Future Directions. In Proc. ACM Multimedia’ 99 (Orlando, FL, October 1999), 443–445

    Google Scholar 

  25. Christel, M., Hauptmann, A., Wactlar, H., and Ng, T. Collages as Dynamic Summaries for News Video. In Proc. ACM Multimedia’ 02 (Juan-les-Pins, France,, December 2002)

    Google Scholar 

  26. Shneiderman, B. The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. HCI Lab, Inst. Systems Research, Inst. Advanced Computer Studies, Dept. of Computer Science Tech. Report CS-TR-3665, Univ. of Maryland, (July 1996)

    Google Scholar 

  27. Miller, D., Schwartz, R., Weischedel, R., and Stone, R. Named Entity Extraction for Broadcast News, in Proc. DARPA Broadcast News Workshop (Washington DC, March 1999), http://www.nist.gov/speech/publications/darpa99/html/ie20/ie20.htm

  28. Palmer, C., Pesenti, J., Valdes-Perez, R. et al. Hierarchical Document Clustering of Digital Library Retrieval Results. In Proc. Joint Conf. on Digital Libraries (Roanoke, VA, June 2001). See also http://vivisimo.com/

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2002 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Christel, M.G. (2002). Accessing News Video Libraries through Dynamic Information Extraction, Summarization, and Visualization. In: Börner, K., Chen, C. (eds) Visual Interfaces to Digital Libraries. Lecture Notes in Computer Science, vol 2539. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36222-3_8

Download citation

  • DOI: https://doi.org/10.1007/3-540-36222-3_8

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00247-5

  • Online ISBN: 978-3-540-36222-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics