Statistical Methods In Video Processing: Eccv 2004 Workshop Smvp 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers

by Comaniciu, Dorin; Kanatani, Kenichi; Suter, David

• ISBN13: 9783540239895
• ISBN10: 3540239898
• Format: Paperback
• Copyright: 2005-02-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the thoroughly refereed post-proceedings of the Second International Workshop on Statistical Methods in Video Processing, SMVP 2004, held in Prague, Czech Republic in May 2004 as an ECCV 2004 workshop. The 17 revised full papers presented were carefully selected and improved during two rounds of reviewing and revision. The papers are organized in topical sections on 3D geometry, tracing, background modeling, and image and video analysis.

Table of Contents

Towards complete free-form reconstruction of complex 3D scenes from an unordered set of uncalibrated images	p. 1
Geometric structure of degeneracy for multi-body motion segmentation	p. 13
Virtual visual hulls : example-based 3D shape inference from silhouettes	p. 26
Unbiased errors-in-variables estimation using generalized eigensystem analysis	p. 38
Probabilistic tracking of the soccer ball	p. 50
Multi-model component-based tracking using robust information fusion	p. 61
A probabilistic approach to large displacement optical flow and occlusion detection	p. 71
Mean-shift blob tracking with kernel-color distribution estimate and adaptive model update criterion	p. 83
Combining simple models to approximate complex dynamics	p. 94
Online adaptive Gaussian mixture learning for video applications	p. 105
Novelty detection in image sequences with dynamic background	p. 117
A framework for foreground detection in complex environments	p. 129
A background maintenance model in the spatial-range domain	p. 141
A new robust technique for stabilizing brightness fluctuations in image sequences	p. 153
Factorization of natural 4 x 4 patch distributions	p. 165
Parametric and non-parametric methods for linear extraction	p. 175
Crowd segmentation through emergent labeling	p. 187
Table of Contents provided by Blackwell. All Rights Reserved.