Energy minimization methods in computer vision and pattern recognition : 8th international conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011 : proceedings

This book constitutes the refereed proceedings of the 8th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2011, held in St. Petersburg, Russia in July , 2011. The book presents 30 revised full papers selected from a total of 52 submissions. The book is divided in sections on discrete and continuous optimization, segmentation, motion and video, learning and shape analysis. Front Matter....Pages - A Distributed Mincut/Maxflow Algorithm Combining Path Augmentation and Push-Relabel....Pages 1-16 Minimizing Count-Based High Order Terms in Markov Random Fields....Pages 17-30 Globally Optimal Image Partitioning by Multicuts....Pages 31-44 A Fast Solver for Truncated-Convex Priors: Quantized-Convex Split Moves....Pages 45-58 Temporally Consistent Gradient Domain Video Editing....Pages 59-73 Texture Segmentation via Non-local Non-parametric Active Contours....Pages 74-88 Evaluation of a First-Order Primal-Dual Algorithm for MRF Energy Minimization....Pages 89-103 Global Relabeling for Continuous Optimization in Binary Image Segmentation....Pages 104-117 Stop Condition for Subgradient Minimization in Dual Relaxed (max,+) Problem....Pages 118-131 Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem....Pages 132-146 Interactive Segmentation with Super-Labels....Pages 147-162 Curvature Regularity for Multi-label Problems - Standard and Customized Linear Programming....Pages 163-176 Space-Varying Color Distributions for Interactive Multiregion Segmentation: Discrete versus Continuous Approaches....Pages 177-190 Detachable Object Detection with Efficient Model Selection....Pages 191-204 Curvature Regularization for Curves and Surfaces in a Global Optimization Framework....Pages 205-218 SlimCuts: GraphCuts for High Resolution Images Using Graph Reduction....Pages 219-232 Discrete Optimization of the Multiphase Piecewise Constant Mumford-Shah Functional....Pages 233-246 Image Segmentation with a Shape Prior Based on Simplified Skeleton....Pages 247-260 High Resolution Segmentation of Neuronal Tissues from Low Depth-Resolution EM Imagery....Pages 261-272 Optical Flow Guided TV-L 1 Video Interpolation and Restoration....Pages 273-286 Data-Driven Importance Distributions for Articulated Tracking....Pages 287-299 Robust Trajectory-Space TV-L1 Optical Flow for Non-rigid Sequences....Pages 300-314 Intermediate Flow Field Filtering in Energy Based Optic Flow Computations....Pages 315-328 TV- L 1 Optical Flow for Vector Valued Images....Pages 329-343 Using the Higher Order Singular Value Decomposition for Video Denoising....Pages 344-354 Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study....Pages 355-368 Multiple-Instance Learning with Structured Bag Models....Pages 369-384 Branch and Bound Strategies for Non-maximal Suppression in Object Detection....Pages 385-398 Metrics, Connections, and Correspondence: The Setting for Groupwise Shape Analysis....Pages 399-412 The Complex Wave Representation of Distance Transforms....Pages 413-427 Back Matter....Pages -