Energy Minimization Methods in Computer Vision and Pattern Recognition: 10th International Conference, EMMCVPR 2015, Hong Kong, China, January 13-16, 2015. Proceedings

Front Matter....Pages -
Convex Envelopes for Low Rank Approximation....Pages 1-14
Maximizing Flows with Message-Passing: Computing Spatially Continuous Min-Cuts....Pages 15-28
A Compact Linear Programming Relaxation for Binary Sub-modular MRF....Pages 29-42
On the Link between Gaussian Homotopy Continuation and Convex Envelopes....Pages 43-56
How Hard Is the LP Relaxation of the Potts Min-Sum Labeling Problem?....Pages 57-70
Coarse-to-Fine Minimization of Some Common Nonconvexities....Pages 71-84
Why Does Non-binary Mask Optimisation Work for Diffusion-Based Image Compression?....Pages 85-98
Expected Patch Log Likelihood with a Sparse Prior....Pages 99-111
Blind Deconvolution via Lower-Bounded Logarithmic Image Priors....Pages 112-125
Low Rank Priors for Color Image Regularization....Pages 126-140
A Novel Framework for Nonlocal Vectorial Total Variation Based on ℓ p,q,r  −norms....Pages 141-154
Inpainting of Cyclic Data Using First and Second Order Differences....Pages 155-168
Discrete Green’s Functions for Harmonic and Biharmonic Inpainting with Sparse Atoms....Pages 169-182
A Fast Projection Method for Connectivity Constraints in Image Segmentation....Pages 183-196
Two-Dimensional Variational Mode Decomposition....Pages 197-208
Multi-class Graph Mumford-Shah Model for Plume Detection Using the MBO scheme....Pages 209-222
A Novel Active Contour Model for Texture Segmentation....Pages 223-236
Segmentation Using SubMarkov Random Walk....Pages 237-248
Automatic Shape Constraint Selection Based Object Segmentation....Pages 249-262
Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images....Pages 263-277
Variational Time-Implicit Multiphase Level-Sets....Pages 278-291
An Efficient Curve Evolution Algorithm for Multiphase Image Segmentation....Pages 292-306
A Tensor Variational Formulation of Gradient Energy Total Variation....Pages 307-320
Color Image Segmentation by Minimal Surface Smoothing....Pages 321-334
Domain Decomposition Methods for Total Variation Minimization....Pages 335-349
A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method....Pages 350-363
Optical Flow with Geometric Occlusion Estimation and Fusion of Multiple Frames....Pages 364-377
Adaptive Dictionary-Based Spatio-temporal Flow Estimation for Echo PIV....Pages 378-391
Point Sets Matching by Feature-Aware Mixture Point Matching Algorithm....Pages 392-405
Multi-utility Learning: Structured-Output Learning with Multiple Annotation-Specific Loss Functions....Pages 406-420
Mapping the Energy Landscape of Non-convex Optimization Problems....Pages 421-435
Marked Point Process Model for Curvilinear Structures Extraction....Pages 436-449
Randomly Walking Can Get You Lost: Graph Segmentation with Unknown Edge Weights....Pages 450-463
Training of Templates for Object Recognition in Invertible Orientation Scores: Application to Optic Nerve Head Detection in Retinal Images....Pages 464-477
A Technique for Lung Nodule Candidate Detection in CT Using Global Minimization Methods....Pages 478-491
Hierarchical Planar Correlation Clustering for Cell Segmentation....Pages 492-504
Back Matter....Pages -