Pattern Recognition: 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings

Description

This book constitutes the refereed proceedings of the 31st Symposium of the German Association for Pattern Recognition, DAGM 2009, held in Jena, Germany, in September 2009. The 56 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on motion and tracking; pedestrian recognition and automotive applications; features; single-view and 3D reconstruction; learning and classification; pattern recognition and estimation; stereo and multi-view reconstruction; image analysis and applications; and segmentation. Front Matter....Pages - A 3-Component Inverse Depth Parameterization for Particle Filter SLAM....Pages 1-10 An Efficient Linear Method for the Estimation of Ego-Motion from Optical Flow....Pages 11-20 Localised Mixture Models in Region-Based Tracking....Pages 21-30 A Closed-Form Solution for Image Sequence Segmentation with Dynamical Shape Priors....Pages 31-40 Markerless 3D Face Tracking....Pages 41-50 The Stixel World - A Compact Medium Level Representation of the 3D-World....Pages 51-60 Global Localization of Vehicles Using Local Pole Patterns....Pages 61-70 Single-Frame 3D Human Pose Recovery from Multiple Views....Pages 71-80 Dense Stereo-Based ROI Generation for Pedestrian Detection....Pages 81-90 Pedestrian Detection by Probabilistic Component Assembly....Pages 91-100 High-Level Fusion of Depth and Intensity for Pedestrian Classification....Pages 101-110 Fast and Accurate 3D Edge Detection for Surface Reconstruction....Pages 111-120 Boosting Shift-Invariant Features....Pages 121-130 Harmonic Filters for Generic Feature Detection in 3D....Pages 131-140 Increasing the Dimension of Creativity in Rotation Invariant Feature Design Using 3D Tensorial Harmonics....Pages 141-150 Training for Task Specific Keypoint Detection....Pages 151-160 Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning....Pages 161-170 Non-parametric Single View Reconstruction of Curved Objects Using Convex Optimization....Pages 171-180 Discontinuity-Adaptive Shape from Focus Using a Non-convex Prior....Pages 181-190 Making Shape from Shading Work for Real-World Images....Pages 191-200 Deformation-Aware Log-Linear Models....Pages 201-210 Multi-view Object Detection Based on Spatial Consistency in a Low Dimensional Space....Pages 211-220 Active Structured Learning for High-Speed Object Detection....Pages 221-231 Face Reconstruction from Skull Shapes and Physical Attributes....Pages 232-241 Sparse Bayesian Regression for Grouped Variables in Generalized Linear Models....Pages 242-251 Learning with Few Examples by Transferring Feature Relevance....Pages 252-261 Simultaneous Estimation of Pose and Motion at Highly Dynamic Turn Maneuvers....Pages 262-271 Making Archetypal Analysis Practical....Pages 272-281 Fast Multiscale Operator Development for Hexagonal Images....Pages 282-291 Optimal Parameter Estimation with Homogeneous Entities and Arbitrary Constraints....Pages 292-301 Detecting Hubs in Music Audio Based on Network Analysis....Pages 302-311 A Gradient Descent Approximation for Graph Cuts....Pages 312-321 A Stereo Depth Recovery Method Using Layered Representation of the Scene....Pages 322-331 Reconstruction of Sewer Shaft Profiles from Fisheye-Lens Camera Images....Pages 332-341 A Superresolution Framework for High-Accuracy Multiview Reconstruction....Pages 342-351 View Planning for 3D Reconstruction Using Time-of-Flight Camera Data....Pages 352-361 Real Aperture Axial Stereo: Solving for Correspondences in Blur....Pages 362-371 Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling....Pages 372-381 Image-Based Lunar Surface Reconstruction....Pages 382-391 Use of Coloured Tracers in Gas Flow Experiments for a Lagrangian Flow Analysis with Increased Tracer Density....Pages 392-401 Reading from Scratch – A Vision-System for Reading Data on Micro-structured Surfaces....Pages 402-411 Diffusion MRI Tractography of Crossing Fibers by Cone-Beam ODF Regularization....Pages 412-421 Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform....Pages 422-431 Video Super Resolution Using Duality Based TV- L 1 Optical Flow....Pages 432-441 HMM-Based Defect Localization in Wire Ropes – A New Approach to Unusual Subsequence Recognition....Pages 442-451 Beating the Quality of JPEG 2000 with Anisotropic Diffusion....Pages 452-461 Decoding Color Structured Light Patterns with a Region Adjacency Graph....Pages 462-471 Residual Images Remove Illumination Artifacts!....Pages 472-481 Superresolution and Denoising of 3D Fluid Flow Estimates....Pages 482-491 Spatial Statistics for Tumor Cell Counting and Classification....Pages 492-501 Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times....Pages 502-511 Applying Recursive EM to Scene Segmentation....Pages 512-521 Adaptive Foreground/Background Segmentation Using Multiview Silhouette Fusion....Pages 522-531 Evaluation of Structure Recognition Using Labelled Facade Images....Pages 532-541 Using Lateral Coupled Snakes for Modeling the Contours of Worms....Pages 542-551 Globally Optimal Finsler Active Contours....Pages 552-561 Back Matter....Pages -