Wei Zeng, Yun Zeng, Yang Wang, Xiaotian Yin, Xianfeng Gu, Dimitris Samaras (auth.), David Forsyth, Philip Torr, Andrew Zisserman (eds.)3540886893, 9783540886891
The four-volume set comprising LNCS volumes 5302/5303/5304/5305 constitutes the refereed proceedings of the 10th European Conference on Computer Vision, ECCV 2008, held in Marseille, France, in October 2008.
The 243 revised papers presented were carefully reviewed and selected from a total of 871 papers submitted. The four books cover the entire range of current issues in computer vision. The papers are organized in topical sections on recognition, stereo, people and face recognition, object tracking, matching, learning and features, MRFs, segmentation, computational photography and active reconstruction.
Table of contents :
Front Matter….Pages –
3D Non-rigid Surface Matching and Registration Based on Holomorphic Differentials….Pages 1-14
Learning Two-View Stereo Matching….Pages 15-27
SIFT Flow: Dense Correspondence across Different Scenes….Pages 28-42
Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation….Pages 43-56
Non-local Regularization of Inverse Problems….Pages 57-68
Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks….Pages 69-82
Learning Optical Flow….Pages 83-97
Optimizing Binary MRFs with Higher Order Cliques….Pages 98-111
Multi-camera Tracking and Atypical Motion Detection with Behavioral Maps….Pages 112-125
Automatic Image Colorization Via Multimodal Predictions….Pages 126-139
CSDD Features: Center-Surround Distribution Distance for Feature Extraction and Matching….Pages 140-153
Detecting Carried Objects in Short Video Sequences….Pages 154-167
Constrained Maximum Likelihood Learning of Bayesian Networks for Facial Action Recognition….Pages 168-181
Robust Scale Estimation from Ensemble Inlier Sets for Random Sample Consensus Methods….Pages 182-195
Efficient Camera Smoothing in Sequential Structure-from-Motion Using Approximate Cross-Validation….Pages 196-209
Semi-automatic Motion Segmentation with Motion Layer Mosaics….Pages 210-223
Unified Frequency Domain Analysis of Lightfield Cameras….Pages 224-237
Segmenting Fiber Bundles in Diffusion Tensor Images….Pages 238-250
View Point Tracking of Rigid Objects Based on Shape Sub-manifolds….Pages 251-263
Generative Image Segmentation Using Random Walks with Restart….Pages 264-275
Background Subtraction on Distributions….Pages 276-289
A Statistical Confidence Measure for Optical Flows….Pages 290-301
Automatic Generator of Minimal Problem Solvers….Pages 302-315
A New Baseline for Image Annotation….Pages 316-329
Behind the Depth Uncertainty: Resolving Ordinal Depth in SFM….Pages 330-343
Sparse Long-Range Random Field and Its Application to Image Denoising….Pages 344-357
Output Regularized Metric Learning with Side Information….Pages 358-371
Student- t Mixture Filter for Robust, Real-Time Visual Tracking….Pages 372-385
Photo and Video Quality Evaluation: Focusing on the Subject….Pages 386-399
The Bi-directional Framework for Unifying Parametric Image Alignment Approaches….Pages 400-411
Direct Bundle Estimation for Recovery of Shape, Reflectance Property and Light Position….Pages 412-425
A Probabilistic Cascade of Detectors for Individual Object Recognition….Pages 426-439
Scale-Dependent/Invariant Local 3D Shape Descriptors for Fully Automatic Registration of Multiple Sets of Range Images….Pages 440-453
Star Shape Prior for Graph-Cut Image Segmentation….Pages 454-467
Efficient NCC-Based Image Matching in Walsh-Hadamard Domain….Pages 468-480
Object Recognition by Integrating Multiple Image Segmentations….Pages 481-494
A Linear Time Histogram Metric for Improved SIFT Matching….Pages 495-508
An Extended Phase Field Higher-Order Active Contour Model for Networks and Its Application to Road Network Extraction from VHR Satellite Images….Pages 509-520
A Generic Neighbourhood Filtering Framework for Matrix Fields….Pages 521-532
Multi-scale Improves Boundary Detection in Natural Images….Pages 533-545
Estimating 3D Trajectories of Periodic Motions from Stationary Monocular Views….Pages 546-559
Unsupervised Learning of Skeletons from Motion….Pages 560-573
Multi-layered Decomposition of Recurrent Scenes….Pages 574-587
SERBoost: Semi-supervised Boosting with Expectation Regularization….Pages 588-601
View Synthesis for Recognizing Unseen Poses of Object Classes….Pages 602-615
Projected Texture for Object Classification….Pages 616-627
Prior-Based Piecewise-Smooth Segmentation by Template Competitive Deformation Using Partitions of Unity….Pages 628-641
Vision-Based Multiple Interacting Targets Tracking via On-Line Supervised Learning….Pages 642-655
An Incremental Learning Method for Unconstrained Gaze Estimation….Pages 656-667
Partial Difference Equations over Graphs: Morphological Processing of Arbitrary Discrete Data….Pages 668-680
Real-Time Shape Analysis of a Human Body in Clothing Using Time-Series Part-Labeled Volumes….Pages 681-695
Kernel Codebooks for Scene Categorization….Pages 696-709
Multiple Tree Models for Occlusion and Spatial Constraints in Human Pose Estimation….Pages 710-724
Structuring Visual Words in 3D for Arbitrary-View Object Localization….Pages 725-737
Multi-thread Parsing for Recognizing Complex Events in Videos….Pages 738-751
Signature-Based Document Image Retrieval….Pages 752-765
An Effective Approach to 3D Deformable Surface Tracking….Pages 766-779
Belief Propagation with Directional Statistics for Solving the Shape-from-Shading Problem….Pages 780-791
A Convex Formulation of Continuous Multi-label Problems….Pages 792-805
Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles….Pages 806-820
Back Matter….Pages –
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