Lecture Notes in Computer Science

Statistical Methods in Video Processing

ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers

Editors: Comaniciu, D., Kanatani, K., Mester, R., Suter, D. (Eds.)

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About this book

The 2nd International Workshop on Statistical Methods in Video Processing, SMVP 2004, was held in Prague, Czech Republic, as an associated workshop of ECCV 2004, the 8th European Conference on Computer Vision. A total of 30 papers were submitted to the workshop. Of these, 17 papers were accepted for presentation and included in these proceedings, following a double-blind review process. The workshop had 42 registered participants. The focus of the meeting was on recent progress in the application of - vanced statistical methods to solve computer vision tasks. The one-day scienti?c program covered areas of high interest in vision research, such as dense rec- struction of 3D scenes, multibody motion segmentation, 3D shape inference, errors-in-variables estimation, probabilistic tracking, information fusion, optical ?owcomputation,learningfornonstationaryvideodata,noveltydetectionin- namic backgrounds, background modeling, grouping using feature uncertainty, and crowd segmentation from video. We wish to thank the authors of all submitted papers for their interest in the workshop.Wealsowishtothankthemembersofourprogramcommitteeandthe external reviewers for their commitment of time and e?ort in providing valuable recommendations for each submission. We are thankful to Vaclav Hlavac, the General Chair of ECCV 2004, and to Radim Sara, for the local organization of the workshop and registration management. We hope you will ?nd these proceedings both inspiring and of high scienti?c quality.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Towards Complete Free-Form Reconstruction of Complex 3D Scenes from an Unordered Set of Uncalibrated Images

    Cornelius, H. (et al.)

    Pages 1-12

  • Geometric Structure of Degeneracy for Multi-body Motion Segmentation

    Sugaya, Yasuyuki (et al.)

    Pages 13-25

  • Virtual Visual Hulls: Example-Based 3D Shape Inference from Silhouettes

    Grauman, Kristen (et al.)

    Pages 26-37

  • Unbiased Errors-In-Variables Estimation Using Generalized Eigensystem Analysis

    Mühlich, Matthias (et al.)

    Pages 38-49

  • Probabilistic Tracking of the Soccer Ball

    Choi, Kyuhyoung (et al.)

    Pages 50-60

Buy this book

eBook $74.99
price for USA in USD (gross)
  • ISBN 978-3-540-30212-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA in USD
  • ISBN 978-3-540-23989-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Methods in Video Processing
Book Subtitle
ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers
Editors
  • Dorin Comaniciu
  • Kenichi Kanatani
  • Rudolf Mester
  • David Suter
Series Title
Lecture Notes in Computer Science
Series Volume
3247
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-30212-4
DOI
10.1007/b104157
Softcover ISBN
978-3-540-23989-5
Series ISSN
0302-9743
Edition Number
1
Number of Pages
VIII, 200
Topics