Energy Minimization Methods in Computer Vision and Pattern Recognition: 5th International Workshop, EMMCVPR 2005, St. Augustine, FL, USA, November 9-11, 2005. Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application....Pages 3-17
A Computational Approach to Fisher Information Geometry with Applications to Image Analysis....Pages 18-33
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering....Pages 34-45
Concurrent Stereo Matching: An Image Noise-Driven Model....Pages 46-59
Color Correction of Underwater Images for Aquatic Robot Inspection....Pages 60-73
Bayesian Image Segmentation Using Gaussian Field Priors....Pages 74-89
Handling Missing Data in the Computation of 3D Affine Transformations....Pages 90-106
Maximum-Likelihood Estimation of Biological Growth Variables....Pages 107-118
Deformable-Model Based Textured Object Segmentation....Pages 119-135
Total Variation Minimization and a Class of Binary MRF Models....Pages 136-152
Exploiting Inference for Approximate Parameter Learning in Discriminative Fields: An Empirical Study....Pages 153-168
Front Matter....Pages 169-169
Probabilistic Subgraph Matching Based on Convex Relaxation....Pages 171-186
Relaxation of Hard Classification Targets for LSE Minimization....Pages 187-202
Linear Programming Matching and Appearance-Adaptive Object Tracking....Pages 203-219
Extraction of Layers of Similar Motion Through Combinatorial Techniques....Pages 220-234
Object Categorization by Compositional Graphical Models....Pages 235-250
Learning Hierarchical Shape Models from Examples....Pages 251-267
Discontinuity Preserving Phase Unwrapping Using Graph Cuts....Pages 268-284
Retrieving Articulated 3-D Models Using Medial Surfaces and Their Graph Spectra....Pages 285-300
Spatio-temporal Segmentation Using Dominant Sets....Pages 301-315
Front Matter....Pages 169-169
Stable Bounded Canonical Sets and Image Matching....Pages 316-331
Coined Quantum Walks Lift the Cospectrality of Graphs and Trees....Pages 332-345
Front Matter....Pages 347-347
Geodesic Image Matching: A Wavelet Based Energy Minimization Scheme....Pages 349-364
Geodesic Shooting and Diffeomorphic Matching Via Textured Meshes....Pages 365-381
An Adaptive Variational Model for Image Decomposition....Pages 382-397
Segmentation Informed by Manifold Learning....Pages 398-413
One-Shot Integral Invariant Shape Priors for Variational Segmentation....Pages 414-426
Dynamic Shape and Appearance Modeling Via Moving and Deforming Layers....Pages 427-438
Energy Minimization Based Segmentation and Denoising Using a Multilayer Level Set Approach....Pages 439-455
Constrained Total Variation Minimization and Application in Computerized Tomography....Pages 456-472
Some New Results on Non-rigid Correspondence and Classification of Curves....Pages 473-489
Edge Strength Functions as Shape Priors in Image Segmentation....Pages 490-502
Spatio-temporal Prior Shape Constraint for Level Set Segmentation....Pages 503-519
A New Implicit Method for Surface Segmentation by Minimal Paths: Applications in 3D Medical Images....Pages 520-535
Front Matter....Pages 537-537
Increasing Efficiency of SVM by Adaptively Penalizing Outliers....Pages 539-551
Locally Linear Isometric Parameterization....Pages 552-567
A Constrained Hybrid Optimization Algorithm for Morphable Appearance Models....Pages 568-583
Kernel Methods for Nonlinear Discriminative Data Analysis....Pages 584-599
Reverse-Convex Programming for Sparse Image Codes....Pages 600-616
Stereo for Slanted Surfaces: First Order Disparities and Normal Consistency....Pages 617-632
Front Matter....Pages 537-537
Brain Image Analysis Using Spherical Splines....Pages 633-644
High-Order Differential Geometry of Curves for Multiview Reconstruction and Matching....Pages 645-660
Back Matter....Pages -