Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content

A Compact and Retrieval-Oriented Video Representation Using Mosaics

  • Conference paper
  • First Online:
Visual Information and Information Systems (VISUAL 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1614))

Included in the following conference series:

Abstract

Compact yet intuitive representations of digital videos are required to combine high quality storage with interactive video indexing and retrieval capabilities. The advent of video mosaicing has provided a natural way to obtain content-based video representations which are both retrieval-oriented and compression-efficient. In this paper, an algorithm for extracting a robust mosaic representation of video content from sparse interest image points is described. The representation, which is obtained via visual motion clustering and segmentation, features the geometric and kinematic description of all salient objects in the scene, being thus well suited for video browsing, indexing and retrieval by visual content. Results of experiments on several TV sequences provide an insight into the main characteristics of the approach.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. D.H. Ballard and C.M. Brown. Computer Vision. Prentice-Hall, 1982.

    Google Scholar 

  2. T.-J. Cham, and R. Cipolla. A statistical framework for long-range feature matching in uncalibrated image mosaicing. In Proc. Int’l Conf. on Computer Vision and Pattern Recognition CVPR’98, pages 442–447, 1998.

    Google Scholar 

  3. C. Colombo, A. Del Bimbo, and P. Pala. Retrieval of commercials by video semantics. In Proc. Int’l Conf. on Computer Vision and Pattern Recognition CVPR’98, pages 572–577, 1998.

    Google Scholar 

  4. J.M. Corridoni and A. Del Bimbo. Structured digital video indexing. In Proc. Int’l Conf. on Pattern Recognition ICPR’96, pages (III):125–129, 1996.

    Article  Google Scholar 

  5. M.A. Fischer and R.C. Bolles. Random Sample Consensus: A paradigm for model fitting with applications to image analysis and automated cartography. In Communications of the ACM, 24:381–395, 1981.

    Article  Google Scholar 

  6. C.G. Harris and M. Stephens. A combined corner and edge detector. In Proc. 4th Alvey Vision Conference, pages 147–151, 1988.

    Google Scholar 

  7. M. Irani, P. Anandan and S. Hsu. Mosaic based representation of video sequences and their applications. In Proc. Int’l Conference on Computer Vision ICCV’95, pages 605–611, 1995.

    Google Scholar 

  8. H.S. Sawhney and S. Ayer. Compact representations of videos though dominant and multiple motion estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:814–830, 1996.

    Article  Google Scholar 

  9. L.S. Shapiro, H. Wang and J.M. Brady. A matching and tracking strategy for independently moving, non-rigid object. In Proc. British Machine Vision Conference, pages 306–315.

    Google Scholar 

  10. J.Y.A. Wang and E.H. Adelson. Representing moving images with layers. IEEE Transaction on Image Processing, 3(5):625–638, 1994.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Baldi, G., Colombo, C., Del Bimbo, A. (1999). A Compact and Retrieval-Oriented Video Representation Using Mosaics. In: Huijsmans, D.P., Smeulders, A.W.M. (eds) Visual Information and Information Systems. VISUAL 1999. Lecture Notes in Computer Science, vol 1614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48762-X_22

Download citation

  • DOI: https://doi.org/10.1007/3-540-48762-X_22

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66079-8

  • Online ISBN: 978-3-540-48762-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics