Subject: Proceedings of GMBV 2002
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Date: Thu, 4 Nov 2010 13:43:57 +0100

Proceedings of the First International Workshop on

Generative-Model-Based Vision:

GMBV 2002

Copenhagen, 2 June 2002

DIKU Technical Report no. 2002/01

ISSN: 0107-8283

Workshop Homepage

Preface

A.E.C. Pece (University of Copenhagen)

Shape Modeling

Object
Models in Multiscale Intrinsic Coordinates via M-reps

S.M. Pizer, P.T. Fletcher, A. Thall, M. Styner, G. Gerig, S. Joshi
(University of North Carolina)

Continuous
Medial Representations for Geometric Object Modeling in 2D and 3D

P. Yushkevich, P.T. Fletcher, S. Joshi, A. Thall, S.M. Pizer (University
of North Carolina)

video: manual.mov

video: deform.mov

Image Statistics

Algorithms
from Statistical Physics for Generative Models of Images

J. Coughlan, A. Yuille (Smith-Kettlewell Institute)

A
Statistical Approach to Multi-Scale Edge Detection

S. Konishi, A. Yuille, J. Coughlan (Smith-Kettlewell Institute)

Statistics of Image Sequences

A
Novel Temporal Generative Model of Natural Video as an Internal Model in Early
Vision

J. Hurri, A. Hyvärinen (Helsinki University of Technology)

Modeling
of Texture Movies for Video Coding

S. Valaeys, G. Menegaz, J. Reichel, F. Ziliani (VisioWave S.A. and EPFL,
Lausanne)

Tracking and Behaviour Analysis

A
Color-based Particle Filter

K. Nummiaro, E. Koller-Meier, L. Van Gool (University of Leuven and ETH,
Zurich)

video: Snowboarder
(Condensation)

video: Snowboarder
(Mean Shift)

video: Surveillance

video: Soccer

video: Moving
Stairs

video: Traffic

Visual
Contour Tracking Based on Particle Filters

P. Li, T. Zhang (Harbin Institute of Technology)

video: Condensation

video: Kalman
Particle Filter

video: Unscented
Particle Filter

Generative
Models for Learning and Understanding Dynamic Scene Activity

H. Buxton (University of Sussex)

Segmentation

Statistical
Shape Knowledge in Variational Motion Segmentation

D. Cremers, C. Schnörr (University of Mannheim)

Probabilistic
Classification of Image Regions using an Observation-Constrained Generative
Approach

S. Kumar, A. Loui, M. Hebert (Carnegie-Mellon University and Eastman Kodak
Co.)

Appearance Models

Multi-band
Modelling of Appearance

M. Stegmann, R. Larsen (DTU, Copenhagen)

Texture-Constrained
Active Shape Models

S.C. Yan, C. Liu, S.Z. Li, H.J. Zhang, H. Shum, Q.S. Chen (Microsoft
Research, Beijing)