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4. EMMCVPR 2003: Lisbon, Portugal
- Anand Rangarajan, Mário A. T. Figueiredo, Josiane Zerubia

:
Energy Minimization Methods in Computer Vision and Pattern Recognition, 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings. Lecture Notes in Computer Science 2683, Springer 2003, ISBN 3-540-40498-8
Unsupervised Learning and Matching
- Xiuwen Liu, Anuj Srivastava:

Stochastic Search for Optimal Linear Representations of Images on Spaces with Orthogonality Constraints. 3-20 - Zhiyong Liu, Kai Chun Chiu, Lei Xu:

Local PCA for Strip Line Detection and Thinning. 21-34 - Max Frenkel, Ronen Basri:

Curve Matching Using the Fast Marching Method. 35-51 - Miguel Angel Lozano, Francisco Escolano:

EM Algorithm for Clustering an Ensemble of Graphs with Comb Matching. 52-67 - Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft:

Information Force Clustering Using Directed Trees. 68-82 - Manuele Bicego, Marco Cristani, Andrea Fusiello, Vittorio Murino:

Watershed-Based Unsupervised Clustering. 83-94
Probabilistic Modeling
- Stéphane Herbin:

Active Sampling Strategies for Multihyposthesis Testing. 97-112 - Rui M. Castro, Robert D. Nowak:

Likelihood Based Hierarchical Clustering and Network Topology Identification. 113-129 - Andrea Torsello, Edwin R. Hancock:

Learning Mixtures of Tree-Unions by Minimizing Description Length. 130-146 - A. Ben Hamza

, Hamid Krim
:
Image Registration and Segmentation. 147-163 - Doron Blatt, Alfred O. Hero III:

Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms and Applications. 164-179 - Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi:

Maximum Entropy Models for Skin Detection. 180-193 - Simon K. Alexander, Paul W. Fieguth, Edward R. Vrscay:

Hierarchical Annealing for Random Image Synthesis. 194-210 - Jose Costa, Alfred O. Hero III, Christophe Vignat:

On Solutions to Multivariate Maximum alpha-Entropy Problems. 211-226
Segmentation and Grouping
- Lothar Hermes, Joachim M. Buhmann:

Semi-supervised Image Segmentation by Parametric Distributional Clustering. 229-245 - Pablo Andrés Arbeláez, Laurent D. Cohen:

Path Variation and Image Segmentation. 246-260 - Adam Karlsson, Kent Stråhlén, Anders Heyden

:
A Fast Snake Segmentation Method Applied to Histopathological Sections. 261-274 - Björn Ommer, Joachim M. Buhmann:

A Compositionally Architecture for Perceptual Feature Grouping. 275-290 - Yunmei Chen, Weihong Guo, Feng Huang, David Clifford Wilson, Edward A. Geiser:

using Prior Shape and Points in Medical Image Segmentation. 291-305 - Georgy L. Gimel'farb, Linjiang Yu:

Separating a Texture from an Arbitrary Background Using Pairwise Grey Level Cooccurrences. 306-322
Shape Modelling
- Peter Savadjiev, Frank P. Ferrie, Kaleem Siddiqi:

Surface Recovery from 3D Point Data Using a Combined Parametric and Geometric Flow Approach. 325-340 - Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi:

Geometric Analysis of Continuous, Planar Shapes. 341-356 - Debora Gil, Petia Radeva:

Curvature Vector Flow to Assure Convergent Deformable Models for Shape Modelling. 357-372 - François Goudail, Philippe Réfrégier, Olivier Ruch:

Definition of a Signal-to-Noise Ratio for Object Segmentation Using Polygonal MDL-Based Statistical Snakes. 373-388
Restoration and Reconstruction
- Mila Nikolova:

Minimization of Cost-Functions with Non-smooth Data-Fidelity Terms to Clean Impulsive Noise. 391-406 - José M. Bioucas-Dias:

A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restoration Using a Class of Heavy-Tailed Priors. 407-420 - Zhizhou Wang, Baba C. Vemuri, Yunmei Chen:

Diffusion Tensor MR Image Restoration. 421-435 - João M. Sanches

, Jorge S. Marques:
A MAP Estimation Algorithm Using IIR Recursive Filters. 436-449 - Rui F. C. Guerreiro, Pedro M. Q. Aguiar

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Estimation of Rank Deficient Matrices from Partial Observations: Two-Step Iterative Algorithms. 450-466 - Toshiro Kubota:

Contextual and Non-combinatorial Approach to Feature Extraction. 467-482
Graphs and Graph-Based Methods
- Massimiliano Pavan, Marcello Pelillo:

Generalizing the Motzkin-Straus Theorem to Edge-Weighted Graphs, with Applications to Image Segmentation. 485-500 - Vladimir Kolmogorov, Ramin Zabih

, Steven J. Gortler:
Generalized Multi-camera Scene Reconstruction Using Graph Cuts. 501-516 - Antonio Robles-Kelly, Edwin R. Hancock:

Graph Matching Using Spectral Seriation. 517-532

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