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Tables of Contents for Energy Minimization Methods in Computer Vision and Pattern Recognition
Chapter/Section Title
Page #
Page Count
I Probabilistic Models and Estimation
A Double-Loop Algorithm to Minimize the Bethe Free Energy
3
16
Alan Yuille
A Variational Approach to Maximum a Posteriori Estimation for Image Denoising
19
15
A. Ben Hamza
Hamid Krim
Maximum Likelihood Estimation of the Template of a Rigid Moving Object
34
16
Pedro M. Q. Aguiar
Jose M. F. Moura
Metric Similarities Learning through Examples: An Application to Shape Retrieval
50
13
Alain Trouve
Yong Yu
A Fast MAP Algorithm for 3D Ultrasound
63
12
Joao M. Sanches
Jorge S. Marques
Designing the Minimal Structure of Hidden Markov Model by Bisimulation
75
16
Manuele Bicego
Agostino Dovier
Vittorio Murino
Relaxing Symmetric Multiple Windows Stereo Using Markov Random Fields
91
14
Andrea Fusiello
Umberto Castellani
Vittorio Murino
Matching Images to Models - Camera Calibration for 3-D Surface Reconstruction
105
13
Robin D. Morris
Vadim N. Smelyanskiy
Peter C. Cheeseman
A Hierarchical Markov Random Field Model for Figure-Ground Segregation
118
16
Stella X. Yu
Tai Sing Lee
Takeo Kanade
Articulated Object Tracking via a Genetic Algorithm
134
19
Jairo Rocha
Arnau Mir
II Image Modelling and Synthesis
Learning Matrix Space Image Representations
153
16
Anand Rangarajan
Supervised Texture Segmentation by Maximising Conditional Likelihood
169
16
Georgy Gimel'farb
Designing Moire Patterns
185
16
Guy Lebanon
Alfred M. Bruckstein
Optimization of Paintbrush Rendering of Images by Dynamic MCMC Methods
201
15
Tamas Sziranyi
Zoltan Toth
Illumination Invariant Recognition of Color Texture Using Correlation and Covariance Functions
216
19
Mohammed Al-Rawi
Yang Jie
III Clustering, Grouping, and Segmentation
Path Based Pairwise Data Clustering with Application to Texture Segmentation
235
16
Bernd Fischer
Thomas Zoller
Joachim M. Buhmann
A Maximum Likelihood Framework for Grouping and Segmentation
251
16
Antonio Robles-Kelly
Edwin R. Hancock
Image Labeling and Grouping by Minimizing Linear Functionals over Cones
267
16
Christian Schellewald
Jens Keuchel
Christoph Schnorr
Grouping with Directed Relationships
283
15
Stella X. Yu
Jianbo Shi
Segmentations of Spatio-Temporal Images by Spatio-Temporal Markov Random Field Model
298
16
Shunsuke Kamijo
Katsushi Ikeuchi
Masao Sakauchi
Highlight and Shading Invariant Color Image Segmentation Using Simulated Annealing
314
14
Paul Fieguth
Slawo Wesolkoswki
Edge Based Probabilistic Relaxation for Sub-pixel Contour Extraction
328
16
Toshiro Kubota
Terry Huntsberger
Jeffrey T. Martin
Two Variational Models for Multispectral Image Classification
344
15
Christophe Samson
Laure Blanc-Feraud
Gilles Aubert
Josiane Zerubia
IV Optimization and Graphs
An Experimental Comparison of Min-cut/Max-flow Algorithms for Energy Minimization in Vision
359
16
Yuri Boykov
Vladimir Kolmogorov
A Discrete/Continuous Minimization Method in Interferometric Image Processing
375
16
Jose M.B. Dias
Jose M.N. Leitao
Global Energy Minimization: A Transformation Approach
391
16
Kar-Ann Toh
Global Feedforward Neural Network Learning for Classification and Regression
407
16
Kar-Ann Toh
Juwei Lu
Wei-Yun Yau
Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics
423
15
Marcello Pelillo
Efficiently Computing Weighted Tree Edit Distance Using Relaxation Labeling
438
16
Andrea Torsello
Edwin R. Hancock
Estimation of Distribution Algorithms: A New Evolutionary Computation Approach for Graph Matching Problems
454
15
Endika Bengoetxea
Pedro Larranaga
Isabelle Bloch
Aymeric Perchant
A Complementary Pivoting Approach to Graph Matching
469
11
Alessio Massaro
Marcello Pelillo
Application of Genetic Algorithms to 3-D Shape Reconstruction in an Active Stereo Vision System
480
17
Sanghyuk Woo
Albert Dipanda
Franck Marzani
V Shapes, Curves, Surfaces, and Templates
A Markov Process Using Curvature for Filtering Curve Images
497
16
Jonas August
Steven W. Zucker
Geodesic Interpolating Splines
513
15
Vincent Camion
Laurent Younes
Averaged Template Matching Equations
528
16
Anil N. Hirani
Jerrold E. Marsden
James Arvo
A Continuous Shape Descriptor by Orientation Diffusion
544
16
Hsing-Kuo Pao
Davi Geiger
Multiple Contour Finding and Perceptual Grouping as a Set of Energy Minimizing Paths
560
16
Laurent D. Cohen
Thomas Deschamps
Shape Tracking Using Centroid-Based Methods
576
16
Arnaldo J. Abrantes
Jorge S. Marques
Optical Flow and Image Registration: A New Local Rigidity Approach for Global Minimization
592
16
Martin Lefebure
Laurent D. Cohen
Spherical Object Reconstruction Using Star-Shaped Simplex Meshes
608
13
Pavel Matula
David Svoboda
Gabor Feature Space Diffusion via the Minimal Weighted Area Method
621
15
Chen Sagiv
Nir A. Sochen
Yehoshua Y. Zeevi
3D Flux Maximizing Flows
636
15
Kaleem Siddiqi
Alexander Vasilevskiy
Author Index
651