This book constitutes the refereed proceedings of the 26th Symposium of the German Association for Pattern Recognition, DAGM 2004, held in T?bingen, Germany in August/September 2004.
The 22 revised papers and 48 revised poster papers presented were carefully reviewed and selected from 146 submissions. The papers are organized in topical sections on learning, Bayesian approaches, vision and faces, vision and motion, biologically motivated approaches, segmentation, object recognition, and object recognition and synthesis.
Author(s): Harald Steck, Tommi S. Jaakkola (auth.), Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese (eds.)
Series: Lecture Notes in Computer Science 3175
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004
Language: English
Pages: 586
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity
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 -
