Pattern Recognition: 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings

Front Matter....Pages -
3D Reconstruction Using an n -Layer Heightmap....Pages 1-10
Real-Time Dense Geometry from a Handheld Camera....Pages 11-20
From Single Cameras to the Camera Network: An Auto-Calibration Framework for Surveillance....Pages 21-30
Active Self-calibration of Multi-camera Systems....Pages 31-40
Optimization on Shape Curves with Application to Specular Stereo....Pages 41-50
Unsupervised Facade Segmentation Using Repetitive Patterns....Pages 51-60
Image Segmentation with a Statistical Appearance Model and a Generic Mumford-Shah Inspired Outside Model....Pages 61-70
Estimating Force Fields of Living Cells – Comparison of Several Regularization Schemes Combined with Automatic Parameter Choice....Pages 71-80
Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes....Pages 81-90
Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions....Pages 91-100
Model-Based Recognition of Domino Tiles Using TGraphs....Pages 101-110
Slicing the View: Occlusion-Aware View-Based Robot Navigation....Pages 111-120
A Contour Matching Algorithm to Reconstruct Ruptured Documents....Pages 121-130
Local Structure Analysis by Isotropic Hilbert Transforms....Pages 131-140
Complex Motion Models for Simple Optical Flow Estimation....Pages 141-150
Tracking People in Broadcast Sports....Pages 151-161
A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing....Pages 162-171
Inpainting in Multi-image Stereo....Pages 172-181
Analysis of Length and Orientation of Microtubules in Wide-Field Fluorescence Microscopy....Pages 182-191
Learning Non-stationary System Dynamics Online Using Gaussian Processes....Pages 192-201
Computational TMA Analysis and Cell Nucleus Classification of Renal Cell Carcinoma....Pages 202-211
Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies....Pages 212-221
VF-SIFT: Very Fast SIFT Feature Matching....Pages 222-231
One-Shot Learning of Object Categories Using Dependent Gaussian Processes....Pages 232-241
Uncertainty Driven Multi-scale Optimization....Pages 242-251
The Group-Lasso: ℓ 1, ∞  Regularization versus ℓ 1,2 Regularization....Pages 252-261
Random Fourier Approximations for Skewed Multiplicative Histogram Kernels....Pages 262-271
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models....Pages 272-282
Classification of Swimming Microorganisms Motion Patterns in 4D Digital In-Line Holography Data....Pages 283-292
Catheter Tracking: Filter-Based vs. Learning-Based....Pages 293-302
Exploiting Redundancy for Aerial Image Fusion Using Convex Optimization....Pages 303-312
A Convex Approach for Variational Super-Resolution....Pages 313-322
Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation....Pages 323-332
A Model-Based Approach to the Segmentation of Nasal Cavity and Paranasal Sinus Boundaries....Pages 333-342
Wavelet-Based Inpainting for Object Removal from Image Series....Pages 343-352
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM....Pages 353-362
N-View Human Silhouette Segmentation in Cluttered, Partially Changing Environments ,....Pages 363-372
Nugget-Cut: A Segmentation Scheme for Spherically- and Elliptically-Shaped 3D Objects....Pages 373-382
Benchmarking Stereo Data (Not the Matching Algorithms)....Pages 383-392
Robust Open-Set Face Recognition for Small-Scale Convenience Applications....Pages 393-402
Belief Propagation for Improved Color Assessment in Structured Light....Pages 403-411
3D Object Detection Using a Fast Voxel-Wise Local Spherical Fourier Tensor Transformation....Pages 412-421
Matte Super-Resolution for Compositing....Pages 422-431
An Improved Histogram of Edge Local Orientations for Sketch-Based Image Retrieval....Pages 432-441
A Novel Curvature Estimator for Digital Curves and Images....Pages 442-451
Local Regression Based Statistical Model Fitting....Pages 452-461
Semi-supervised Learning of Edge Filters for Volumetric Image Segmentation....Pages 462-471
Geometrically Constrained Level Set Tracking for Automotive Applications....Pages 472-482
Interactive Motion Segmentation....Pages 483-492
On-Line Multi-view Forests for Tracking....Pages 493-502
Probabilistic Multi-class Scene Flow Segmentation for Traffic Scenes....Pages 503-512
A Stochastic Evaluation of the Contour Strength....Pages 513-522
Incremental Computation of Feature Hierarchies....Pages 523-532
From Box Filtering to Fast Explicit Diffusion....Pages 533-542
High-Resolution Object Deformation Reconstruction with Active Range Camera....Pages 543-552
Selection of an Optimal Polyhedral Surface Model Using the Minimum Description Length Principle....Pages 553-562
Learning of Optimal Illumination for Material Classification....Pages 563-572
Back Matter....Pages -