This book constitutes the refereed proceedings of the 25th Symposium of the German Association for Pattern Recognition, DAGM 2003, held in Magdeburg, Germany in September 2003.
The 74 revised papers presented were carefully reviewed and selected from more than 140 submissions. The papers address all current issues in pattern recognition and are organized in sections on image analyses, callibration and 3D shape, recognition, motion, biomedical applications, and applications.
Author(s): Joachim Weickert (auth.), Bernd Michaelis, Gerald Krell (eds.)
Series: Lecture Notes in Computer Science 2781
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Language: English
Pages: 626
Tags: Pattern Recognition; Artificial Intelligence (incl. Robotics); Computer Graphics; Image Processing and Computer Vision
Front Matter....Pages -
Coherence-Enhancing Shock Filters....Pages 1-8
Spherical Decision Surfaces Using Conformal Modelling....Pages 9-16
Median Filtering of Tensor-Valued Images....Pages 17-24
Edge and Junction Detection with an Improved Structure Tensor....Pages 25-32
Who’s Who? Challenges in Biometric Authentication....Pages 33-35
Optimal Scale Selection for Circular Edge Extraction....Pages 36-43
Localization of Piled Boxes by Means of the Hough Transform....Pages 44-51
Training and Recognition of Complex Scenes Using a Holistic Statistical Model....Pages 52-59
Combining White-Patch Retinex and the Gray World Assumption to Achieve Color Constancy for Multiple Illuminants....Pages 60-67
Method of Creating of Functional Invariants under One-Parameter Geometric Image Transformations....Pages 68-75
Gaze Detection System by Wide and Auto Pan/Tilt Narrow View Camera....Pages 76-83
Distribution Distance Measures Applied to 3-D Object Recognition – A Case Study....Pages 84-91
Classification with Controlled Robustness in High-Resolution SAR Data....Pages 92-99
3D Reconstruction of Human Skeleton from Single Images or Monocular Video Sequences....Pages 100-107
Shape Preservation during Digitization: Tight Bounds Based on the Morphing Distance....Pages 108-115
Evaluation of Uniform and Non-uniform Optical Flow Techniques Using Finite Element Methods....Pages 116-123
Colour Image Analysis in 3D-Polar Coordinates....Pages 124-131
Pixel Classification by Divergence-Based Integration of Multiple Texture Methods and Its Application to Fabric Defect Detection....Pages 132-139
A Probabilistic Definition of Intrinsic Dimensionality for Images....Pages 140-147
Learning Human-Like Opponent Behavior for Interactive Computer Games....Pages 148-155
Rotationally Invariant Wavelet Shrinkage....Pages 156-163
Hierarchical Method for Stereophotogrammetric Multi-object-position Measurement....Pages 164-171
On Robust Regression in Photogrammetric Point Clouds....Pages 172-178
A Visual Quality Inspection System Based on a Hierarchical 3D Pose Estimation Algorithm....Pages 179-186
Using an Active Shape Structural Model for Biometric Sketch Recognition....Pages 187-195
Domain Decomposition for Parallel Variational Optical Flow Computation....Pages 196-203
Fuzzy Modeling Based Recognition of Multi-font Numerals....Pages 204-211
System Concept for Image Sequence Classification in Laser Welding....Pages 212-219
3D Parametric Intensity Models for the Localization of Different Types of 3D Anatomical Point Landmarks in Tomographic Images....Pages 220-227
Comparing Clustering Methods for Database Categorization in Image Retrieval....Pages 228-235
Locally Optimized RANSAC....Pages 236-243
Splines and Wavelets: New Perspectives for Pattern Recognition....Pages 244-248
Robust Camera Calibration from Images and Rotation Data....Pages 249-256
FFT-Based Disparity Estimation for Stereo Image Coding....Pages 257-264
Projective Reconstruction of Surfaces of Revolution....Pages 265-272
Illumination Insensitive Template Matching with Hyperplanes....Pages 273-280
Robust Orientation, Calibration, and Disparity Estimation of Image Triplets....Pages 281-288
Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition....Pages 289-296
Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection....Pages 297-304
Local Representations for Multi-object Recognition....Pages 305-312
A Generative Model Based Approach to Motion Segmentation....Pages 313-320
A New View at Differential and Tensor-Based Motion Estimation Schemes....Pages 321-329
Real-Time Texture-Based 3-D Tracking....Pages 330-337
Hierarchy of Partitions with Dual Graph Contraction....Pages 338-345
One-Class Classification with Subgaussians....Pages 346-353
A Hybrid Distance Map Based and Morphologic Thinning Algorithm....Pages 354-361
A Computational Model of Early Auditory-Visual Integration....Pages 362-369
On the Relevance of Global Knowledge for Correlation-Based Seismic Image Interpretation....Pages 370-377
Automatic Pixel Selection for Optimizing Facial Expression Recognition Using Eigenfaces....Pages 378-385
Robust Image Sequence Mosaicing....Pages 386-393
Gibbs Probability Distributions for Stereo Reconstruction....Pages 394-401
Partial Optimal Labeling Search for a NP-Hard Subclass of (max,+) Problems....Pages 402-409
Extraction of Orientation from Floor Structure for Odometry Correction in Mobile Robotics....Pages 410-417
On Consistent Discrimination between Directed and Diffuse Outdoor Illumination....Pages 418-425
Genetic Algorithm-Based Video Segmentation with Adaptive Population Size....Pages 426-433
Component Fusion for Face Detection in the Presence of Heteroscedastic Noise....Pages 434-441
Block Matching Integrating Intensity, Hue, and Range....Pages 442-449
Geometric Segmentation and Object Recognition in Unordered and Incomplete Point Cloud....Pages 450-457
Real-Time Inspection System for Printed Circuit Boards....Pages 458-465
Real-Time System for Counting the Number of Passing People Using a Single Camera....Pages 466-473
Multiple Classifier Systems for the Recognition of Orthoptera Songs....Pages 474-481
A Region Based Seed Detection for Root Detection in Minirhizotron Images....Pages 482-489
Image Retrieval Using Local Compact DCT-Based Representation....Pages 490-497
Variance Component Estimation in Performance Characteristics Applied to Feature Extraction Procedures....Pages 498-506
A New Distance Measure for Probabilistic Shape Modeling....Pages 507-514
Generating Rotation-Invariant Texture Features by Randomization of Operator Orientation....Pages 515-522
Estimation of Skill Levels in Sports Based on Hierarchical Spatio-Temporal Correspondences....Pages 523-531
Determining Position and Fine Shape Detail in Radiological Anatomy....Pages 532-539
Solutions for Model-Based Analysis of Human Gait....Pages 540-547
Robust Hand–Eye Calibration of an Endoscopic Surgery Robot Using Dual Quaternions....Pages 548-556
Real-Time Recognition of 3D-Pointing Gestures for Human-Machine-Interaction....Pages 557-565
Pose Estimation of Cylindrical Fragments for Semi-automatic Bone Fracture Reduction....Pages 566-573
Pose Estimation of Free-Form Surface Models....Pages 574-581
IR Pedestrian Detection for Advanced Driver Assistance Systems....Pages 582-590
Color-Based Object Tracking in Multi-camera Environments....Pages 591-599
Improving Children’s Speech Recognition by HMM Interpolation with an Adults’ Speech Recognizer....Pages 600-607
Image Sequence Analysis in Environmental and Live Sciences....Pages 608-617
Back Matter....Pages -
