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

Front Matter....Pages -
Local Higher-Order Statistics (LHS) for Texture Categorization and Facial Analysis....Pages 1-12
SEEDS: Superpixels Extracted via Energy-Driven Sampling....Pages 13-26
Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database....Pages 27-40
Learning-Based Symmetry Detection in Natural Images....Pages 41-54
Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification....Pages 55-68
Team Activity Recognition in Sports....Pages 69-83
Space-Variant Descriptor Sampling for Action Recognition Based on Saliency and Eye Movements....Pages 84-97
Dynamic Probabilistic CCA for Analysis of Affective Behaviour....Pages 98-111
Loss-Specific Training of Non-Parametric Image Restoration Models: A New State of the Art....Pages 112-125
A Probabilistic Approach to Robust Matrix Factorization....Pages 126-139
Fast Parameter Sensitivity Analysis of PDE-Based Image Processing Methods....Pages 140-153
The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models....Pages 154-166
Face Association across Unconstrained Video Frames Using Conditional Random Fields....Pages 167-180
Contraction Moves for Geometric Model Fitting....Pages 181-194
General and Nested Wiberg Minimization: L 2 and Maximum Likelihood....Pages 195-207
Nonmetric Priors for Continuous Multilabel Optimization....Pages 208-221
Real-Time Camera Tracking: When is High Frame-Rate Best?....Pages 222-235
A Bayesian Approach to Alignment-Based Image Hallucination....Pages 236-249
Continuous Regression for Non-rigid Image Alignment....Pages 250-263
Non-rigid Shape Registration: A Single Linear Least Squares Framework....Pages 264-277
Robust and Accurate Shape Model Fitting Using Random Forest Regression Voting....Pages 278-291
Shape from Fluorescence....Pages 292-306
Separability Oriented Preprocessing for Illumination-Insensitive Face Recognition....Pages 307-320
Saliency Modeling from Image Histograms....Pages 321-332
A Theoretical Analysis of Camera Response Functions in Image Deblurring....Pages 333-346
Robust and Efficient Subspace Segmentation via Least Squares Regression....Pages 347-360
Local Label Descriptor for Example Based Semantic Image Labeling....Pages 361-375
Road Scene Segmentation from a Single Image....Pages 376-389
Efficient Recursive Algorithms for Computing the Mean Diffusion Tensor and Applications to DTI Segmentation....Pages 390-401
Semi-Nonnegative Matrix Factorization for Motion Segmentation with Missing Data....Pages 402-415
A Three-Layered Approach to Facade Parsing....Pages 416-429
Semantic Segmentation with Second-Order Pooling....Pages 430-443
Shape Sharing for Object Segmentation....Pages 444-458
Segmentation Propagation in ImageNet....Pages 459-473
“Clustering by Composition” – Unsupervised Discovery of Image Categories....Pages 474-487
Back Matter....Pages -