Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004. Proceedings

Front Matter....Pages -
Predictive Discretization During Model Selection....Pages 1-8
Adaptive Feature Selection in Image Segmentation....Pages 9-17
Semi-supervised Kernel Regression Using Whitened Function Classes....Pages 18-26
Fast Monocular Bayesian Detection of Independently Moving Objects by a Moving Observer....Pages 27-35
Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk....Pages 36-44
3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video....Pages 45-53
Efficient Approximations for Support Vector Machines in Object Detection....Pages 54-61
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features....Pages 62-70
Differential Analysis of Two Model-Based Vehicle Tracking Approaches....Pages 71-78
Efficient Computation of Optical Flow Using the Census Transform....Pages 79-86
Hybrid Model-Based Estimation of Multiple Non-dominant Motions....Pages 87-94
A Model of Motion, Stereo, and Monocular Depth Perception....Pages 95-102
POI Detection Using Channel Clustering and the 2D Energy Tensor....Pages 103-110
3D Segmentation and Quantification of Human Vessels Based on a New 3D Parametric Intensity Model....Pages 111-119
Hierarchical Image Segmentation Based on Semidefinite Programming....Pages 120-128
Fast Random Sample Matching of 3d Fragments....Pages 129-136
Invariants for Discrete Structures – An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions....Pages 137-144
Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search....Pages 145-153
Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching....Pages 154-162
Estimation of Multiple Orientations at Corners and Junctions....Pages 163-170
Phase Based Image Reconstruction in the Monogenic Scale Space....Pages 171-178
Synthesizing Movements for Computer Game Characters....Pages 179-186
MinOver Revisited for Incremental Support-Vector-Classification....Pages 187-194
A Semantic Typicality Measure for Natural Scene Categorization....Pages 195-203
Tunable Nearest Neighbor Classifier....Pages 204-211
SVM-Based Feature Selection by Direct Objective Minimisation....Pages 212-219
Learning with Distance Substitution Kernels....Pages 220-227
Features for Image Retrieval: A Quantitative Comparison....Pages 228-236
Learning from Labeled and Unlabeled Data Using Random Walks....Pages 237-244
Learning Depth from Stereo....Pages 245-252
Learning to Find Graph Pre-images....Pages 253-261
Multivariate Regression via Stiefel Manifold Constraints....Pages 262-269
Hilbertian Metrics on Probability Measures and Their Application in SVM’s....Pages 270-277
Shape from Shading Under Coplanar Light Sources....Pages 278-285
Pose Estimation for Multi-camera Systems....Pages 286-293
Silhouette Based Human Motion Estimation....Pages 294-301
Cooperative Optimization for Energy Minimization in Computer Vision: A Case Study of Stereo Matching....Pages 302-309
Building a Motion Resolution Pyramid by Combining Velocity Distributions....Pages 310-317
A Stratified Self-Calibration Method for a Stereo Rig in Planar Motion with Varying Intrinsic Parameters....Pages 318-325
Efficient Feature Tracking for Long Video Sequences....Pages 326-333
Recognition of Deictic Gestures with Context....Pages 334-341
Mosaics from Arbitrary Stereo Video Sequences....Pages 342-349
Accurate and Efficient Approximation of the Continuous Gaussian Scale-Space....Pages 350-358
Multi-step Entropy Based Sensor Control for Visual Object Tracking....Pages 359-366
Spatio–temporal Segmentation Using Laserscanner and Video Sequences....Pages 367-374
Fast Statistically Geometric Reasoning About Uncertain Line Segments in 2D- and 3D-Space....Pages 375-382
A Statistical Measure for Evaluating Regions-of-Interest Based Attention Algorithms....Pages 383-390
Modelling Spikes with Mixtures of Factor Analysers....Pages 391-398
An Algorithm for Fast Pattern Recognition with Random Spikes....Pages 399-406
The Perceptual Influence of Spatiotemporal Noise on the Reconstruction of Shape from Dynamic Occlusion....Pages 407-414
Level Set Based Image Segmentation with Multiple Regions....Pages 415-423
CVPIC Colour/Shape Histograms for Compressed Domain Image Retrieval....Pages 424-431
The Redundancy Pyramid and Its Application to Segmentation on an Image Sequence....Pages 432-439
A Higher Order MRF-Model for Stereo-Reconstruction....Pages 440-446
Adaptive Computer Vision: Online Learning for Object Recognition....Pages 447-454
Robust Pose Estimation for Arbitrary Objects in Complex Scenes....Pages 455-462
Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings....Pages 463-470
Globally Consistent 3-D Reconstruction by Utilizing Loops in Camera Movement....Pages 471-479
A Probabilistic Framework for Robust and Accurate Matching of Point Clouds....Pages 480-487
Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit....Pages 488-495
Lesion Preserving Image Registration with Applications to Human Brains....Pages 496-503
Snake-Aided Automatic Organ Delineation....Pages 504-511
Practical Gaze Point Detecting System....Pages 512-519
Using Pattern Recognition for Self-Localization in Semiconductor Manufacturing Systems....Pages 520-527
Feature and Viewpoint Selection for Industrial Car Assembly....Pages 528-535
Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm....Pages 536-543
Camera Orientation of Mars Express Using DTM Information....Pages 544-552
Detection and Classification of Gateways for the Acquisition of Structured Robot Maps....Pages 553-561
Real Time High Speed Measurement of Photogrammetric Targets....Pages 562-569
A Simple New Method for Precise Lens Distortion Correction of Low Cost Camera Systems....Pages 570-577
Back Matter....Pages -