Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part IV

Front Matter....Pages -
Tracking Feature Points in Uncalibrated Images with Radial Distortion....Pages 1-14
Divergence-Free Motion Estimation....Pages 15-27
Visual Tracking via Adaptive Tracker Selection with Multiple Features....Pages 28-41
Image Enhancement Using Calibrated Lens Simulations....Pages 42-56
Color Constancy, Intrinsic Images, and Shape Estimation....Pages 57-70
A Fast Illumination and Deformation Insensitive Image Comparison Algorithm Using Wavelet-Based Geodesics....Pages 71-84
Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels....Pages 85-98
Background Subtraction with Dirichlet Processes....Pages 99-113
Mobile Product Image Search by Automatic Query Object Extraction....Pages 114-127
Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets....Pages 128-142
Artistic Image Classification: An Analysis on the PRINTART Database....Pages 143-157
Detecting Actions, Poses, and Objects with Relational Phraselets....Pages 158-172
Action Recognition with Exemplar Based 2.5D Graph Matching....Pages 173-186
Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition....Pages 187-200
Activity Forecasting....Pages 201-214
A Unified Framework for Multi-target Tracking and Collective Activity Recognition....Pages 215-230
Camera Pose Estimation Using First-Order Curve Differential Geometry....Pages 231-244
Beyond Feature Points: Structured Prediction for Monocular Non-rigid 3D Reconstruction....Pages 245-259
Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion....Pages 260-273
In Defence of RANSAC for Outlier Rejection in Deformable Registration....Pages 274-287
A Tensor Voting Approach for Multi-view 3D Scene Flow Estimation and Refinement....Pages 288-302
Two-View Underwater Structure and Motion for Cameras under Flat Refractive Interfaces....Pages 303-316
Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval....Pages 317-330
Robust and Practical Face Recognition via Structured Sparsity....Pages 331-344
Recognizing Materials from Virtual Examples....Pages 345-358
Scene Recognition on the Semantic Manifold....Pages 359-372
Unsupervised Temporal Commonality Discovery....Pages 373-387
Finding People Using Scale, Rotation and Articulation Invariant Matching....Pages 388-401
Measuring Image Distances via Embedding in a Semantic Manifold....Pages 402-415
Efficient Point-to-Subspace Query in ℓ 1 with Application to Robust Face Recognition....Pages 416-429
Recognizing Complex Events Using Large Margin Joint Low-Level Event Model....Pages 430-444
Multi-component Models for Object Detection....Pages 445-458
Discriminative Decorrelation for Clustering and Classification....Pages 459-472
Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification....Pages 473-487
Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels....Pages 488-501
A Novel Material-Aware Feature Descriptor for Volumetric Image Registration in Diffusion Tensor Space....Pages 502-515
Efficient Closed-Form Solution to Generalized Boundary Detection....Pages 516-529
Attribute Learning for Understanding Unstructured Social Activity....Pages 530-543
Statistical Inference of Motion in the Invisible....Pages 544-557
Going with the Flow: Pedestrian Efficiency in Crowded Scenes....Pages 558-572
Reconstructing 3D Human Pose from 2D Image Landmarks....Pages 573-586
Fast Tiered Labeling with Topological Priors....Pages 587-601
TreeCANN - k-d Tree Coherence Approximate Nearest Neighbor Algorithm....Pages 602-615
Robust Regression....Pages 616-630
Domain Adaptive Dictionary Learning....Pages 631-645
A Robust and Efficient Doubly Regularized Metric Learning Approach....Pages 646-659
A Discriminative Data-Dependent Mixture-Model Approach for Multiple Instance Learning in Image Classification....Pages 660-673
No Bias Left behind: Covariate Shift Adaptation for Discriminative 3D Pose Estimation....Pages 674-687
Labeling Images by Integrating Sparse Multiple Distance Learning and Semantic Context Modeling....Pages 688-701
Exploiting the Circulant Structure of Tracking-by-Detection with Kernels....Pages 702-715
Online Spatio-temporal Structural Context Learning for Visual Tracking....Pages 716-729
Automatic Tracking of a Large Number of Moving Targets in 3D....Pages 730-742
Towards Optimal Non-rigid Surface Tracking....Pages 743-756
Full Body Performance Capture under Uncontrolled and Varying Illumination: A Shading-Based Approach....Pages 757-770
Automatic Exposure Correction of Consumer Photographs....Pages 771-785
Image Guided Tone Mapping with Locally Nonlinear Model....Pages 786-799
A Comparison of the Statistical Properties of IQA Databases Relative to a Set of Newly Captured High-Definition Images....Pages 800-813
Supervised Assessment of Segmentation Hierarchies....Pages 814-827
Image Labeling on a Network: Using Social-Network Metadata for Image Classification....Pages 828-841
Segmentation Based Particle Filtering for Real-Time 2D Object Tracking....Pages 842-855
Online Video Segmentation by Bayesian Split-Merge Clustering....Pages 856-869
Joint Classification-Regression Forests for Spatially Structured Multi-object Segmentation....Pages 870-881
Back Matter....Pages -