Proceedings of GMBV 2002

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Proceedings of the First International Workshop on=20
Generative-Model-Based Vision:=20
GMBV 2002

Copenhagen, 2 June 2002

DIKU Technical Report no. 2002/01 =

ISSN: 0107-8283=20

Workshop Homepage=20

Preface=20
A.E.C. Pece (University of Copenhagen)

Shape Modeling=20

Object=20 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)=20
Continuous=20 Medial Representations for Geometric Object Modeling in 2D and 3D =
P. Yushkevich, P.T. Fletcher, S. Joshi, A. Thall, S.M. Pizer = (University=20 of North Carolina)=20
- video: manual.mov=20
- video: deform.mov=20

Image Statistics

Algorithms=20 from Statistical Physics for Generative Models of Images
J. Coughlan, A. Yuille (Smith-Kettlewell Institute)=20
A=20 Statistical Approach to Multi-Scale Edge Detection
S. Konishi, A. Yuille, J. Coughlan (Smith-Kettlewell Institute)=20

Statistics of Image Sequences

A=20 Novel Temporal Generative Model of Natural Video as an Internal Model = in Early=20 Vision
J. Hurri, A. Hyv=C3=A4rinen (Helsinki University of Technology)=20
Modeling=20 of Texture Movies for Video Coding
S. Valaeys, G. Menegaz, J. Reichel, F. Ziliani (VisioWave S.A. and = EPFL,=20 Lausanne)

Tracking and Behaviour Analysis

A=20 Color-based Particle Filter
K. Nummiaro, E. Koller-Meier, L. Van Gool (University of Leuven = and ETH,=20 Zurich)=20
- video: Snowboarder=20 (Condensation)=20
- video: Snowboarder=20 (Mean Shift)=20
- video: Surveillance=20
- video: Soccer=20
- video: Moving=20 Stairs=20
- video: Traffic=20
Visual=20 Contour Tracking Based on Particle Filters
P. Li, T. Zhang (Harbin Institute of Technology)=20
- video: Condensation=20
- video: Kalman=20 Particle Filter=20
- video: Unscented=20 Particle Filter
Generative=20 Models for Learning and Understanding Dynamic Scene Activity
H. Buxton (University of Sussex)

Segmentation

Statistical=20 Shape Knowledge in Variational Motion Segmentation
D. Cremers, C. Schn=C3=B6rr (University of Mannheim)=20
Probabilistic=20 Classification of Image Regions using an Observation-Constrained = Generative=20 Approach
S. Kumar, A. Loui, M. Hebert (Carnegie-Mellon University and = Eastman Kodak=20 Co.)

Appearance Models

Multi-band=20 Modelling of Appearance
M. Stegmann, R. Larsen (DTU, Copenhagen)=20
Texture-Constrained=20 Active Shape Models
S.C. Yan, C. Liu, S.Z. Li, H.J. Zhang, H. Shum, Q.S. Chen = (Microsoft=20 Research, Beijing)

Proceedings of the First International Workshop on=20 Generative-Model-Based Vision:=20 GMBV 2002

Copenhagen, 2 June 2002

Proceedings of the First International Workshop on=20
Generative-Model-Based Vision:=20
GMBV 2002