Statistical Methods in Video Processing

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

Häftad, Engelska, 2004

Av Dorin Comaniciu, Kenichi Kanatani, Rudolf Mester, David Suter

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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.

Produktinformation

Utgivningsdatum2004-12-16
Mått155 x 235 x 12 mm
Vikt324 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor200
Upplaga2004
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540239895

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3D Geometry.- Towards Complete Free-Form Reconstruction of Complex 3D Scenes from an Unordered Set of Uncalibrated Images.- Geometric Structure of Degeneracy for Multi-body Motion Segmentation.- Virtual Visual Hulls: Example-Based 3D Shape Inference from Silhouettes.- Unbiased Errors-In-Variables Estimation Using Generalized Eigensystem Analysis.- Tracking.- Probabilistic Tracking of the Soccer Ball.- Multi-Model Component-Based Tracking Using Robust Information Fusion.- A Probabilistic Approach to Large Displacement Optical Flow and Occlusion Detection.- Mean-Shift Blob Tracking with Kernel-Color Distribution Estimate and Adaptive Model Update Criterion.- Combining Simple Models to Approximate Complex Dynamics.- Background Modeling.- Online Adaptive Gaussian Mixture Learning for Video Applications.- Novelty Detection in Image Sequences with Dynamic Background.- A Framework for Foreground Detection in Complex Environments.- A Background Maintenance Model in the Spatial-Range Domain.- Image/Video Analysis.- A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences.- Factorization of Natural 4 × 4 Patch Distributions.- Parametric and Non-parametric Methods for Linear Extraction.- Crowd Segmentation Through Emergent Labeling.