Pattern Recognition: 25th Dagm Symposium, Magdeburg, Germany, September 10-12, 2003 : Proceedings

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Format: Paperback
Pub. Date: 2003-09-01
Publisher(s): Springer Verlag
List Price: $169.00

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Summary

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.

Table of Contents

Image Analysis I
Coherence-Enhancing Shock Filters
1(8)
J. Weickert
Spherical Decision Surfaces Using Conformal Modelling
9(8)
C. Perwass
V. Banarer
G. Sommer
Median Filtering of Tensor-Valued Images
17(8)
M. Welk
C. Feddern
B. Burgeth
J. Weickert
Edge and Junction Detection with an Improved Structure Tensor
25(8)
U. Kothe
Invited Paper
Who's Who? Challenges in Biometric Authentication
33(3)
A.K. Jain
Image Analysis II
Optimal Scale Selection for Circular Edge Extraction
36(8)
J.-Y. Lim
H.S. Stiehl
Localization of Piled Boxes by Means of the Hough Transform
44(8)
D. Katsoulas
Image Analysis III
Training and Recognition of Complex Scenes Using a Holistic Statistical Model
52(8)
D. Keysers
M. Motter
T. Deselaers
H. Ney
Combining White-Patch Retinex and the Gray World Assumption to Achieve Color Constancy for Multiple Illuminants
60(8)
M. Ebner
Postersession I
Method of Creating of Functional Invariants under One-Parameter Geometric Image Transformations
68(8)
D. Kinoshenko
V. Mashtalir
A. Orlov
E. Yegorova
Gaze Detection System by Wide and Auto Pan/Tilt Narrow View Camera
76(8)
K.R. Park
Distribution Distance Measures Applied to 3-D Object Recognition A Case Study
84(8)
M. Nolle
Classification with Controlled Robustness in High-Resolution SAR Data
92(8)
W. Middelmann
3D Reconstruction of Human Skeleton from Single Images or Monocular Video Sequences
100(8)
F. Remondino
A. Roditakis
Shape Preservation during Digitization: Tight Bounds Based on the Morphing Distance
108(8)
P. Stelldinger
U. Kothe
Evaluation of Uniform and Non-uniform Optical Flow Techniques Using Finite Element Methods
116(8)
J. Condell
B. Scotney
P. Morrow
Colour Image Analysis in 3D-Polar Coordinates
124(8)
A. Hanbury
Pixel Classification by Divergence-Based Integration of Multiple Texture Methods and Its Application to Fabric Defect Detection
132(8)
M.A. Garcia
D. Puig
A Probabilistic Definition of Intrinsic Dimensionality for Images
140(8)
M. Felsberg
Learning Human-Like Opponent Behavior for Interactive Computer Games
148(8)
C. Bauckhage
C. Thurau
G. Sagerer
Rotationally Invariant Wavelet Shrinkage
156(8)
P. Mrazek
J. Weickert
Hierarchical Method for Stereophotogrammetric Multi-object-Position Measurement
164(8)
M. Tornow
B. Michaelis
R. W. Kuhn
R. Calow
R. Mecke
On Robust Regression in Photogrammetric Point Clouds
172(7)
K. Schindler
H. Bischof
A Visual Quality Inspection System Based on a Hierarchical 3D Pose Estimation Algorithm
179(8)
C. von Bank
D.M. Gavrila
C. Wohler
Using an Active Shape Structural Model for Biometric Sketch Recognition
187(9)
S. Al-Zubi
A. Bromme
K. Tonnies
Domain Decomposition for Parallel Variational Optical Flow Computation
196(8)
T. Kohlberger
C. Schnorr
A. Bruhn
J. Weickert
Fuzzy Modeling Based Recognition of Multi-font Numerals
204(8)
M. Hanmandlu
System Concept for Image Sequence Classification in Laser Welding
212(8)
S. Hader
3D Parametric Intensity Models for the Localization of Different Types of 3D Anatomical Point Landmarks in Tomographic Images
220(8)
S. Worz
K. Rohr
Comparing Clustering Methods for Database Categorization in Image Retrieval
228(8)
T. Kaster
V. Wendt
G. Sagerer
Locally Optimized RANSAC
236(8)
O. Chum
J. Matas
Invited Paper
Splines and Wavelets: New Perspectives for Pattern Recognition
244(5)
M. Unser
Calibration and 3-D Shape
Robust Camera Calibration from Images and Rotation Data
249(8)
J.-M. Frahm
R. Koch
FFT-Based Disparity Estimation for Stereo Image Coding
257(8)
U. Ahlvers
U. Zoelzer
S. Rechmeier
Projective Reconstruction of Surfaces of Revolution
265(8)
S. Utcke
Illumination Insensitive Template Matching with Hyperplanes
273(8)
C. Graßl
T. Zinßer
H. Niemann
Robust Orientation, Calibration, and Disparity Estimation of Image Triplets
281(8)
H. Mayer
Recognition
Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition
289(8)
S. Gunter
H. Bunke
Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection
297(8)
R. Lienhart
A. Kuranov
V. Pisarevsky
Local Representations for Multi-object Recognition
305(8)
T. Deselaers
D. Keysers
Motion
A Generative Model Based Approach to Motion Segmentation
313(8)
D. Cremers
A. Yuille
A New View at Differential and Tensor-Based Motion Estimation Schemes
321(9)
R. Mester
Real-Time Texture-Based 3-D Tracking
330(8)
W. Sepp
G. Hirzinger
Postersession II
Hierarchy of Partitions with Dual Graph Contraction
338(8)
Y. Haxhimusa
W. Kropatsch
One-Class Classification with Subgaussians
346(8)
A. Madany Mamlouk
J.T. Kim
E. Barth
M. Brauckmann
T. Martinetz
A Hybrid Distance Map Based and Morphologic Thinning Algorithm
354(8)
K. Donath
M. Wolf
R. Chrastek
H. Niemann
A Computational Model of Early Auditory-Visual Integration
362(8)
C. Schauer
H.-M. Gross
On the Relevance of Global Knowledge for Correlation-Based Seismic Image Interpretation
370(8)
M. Aurnhammer
K. Tonnies
Automatic Pixel Selection for Optimizing Facial Expression Recognition Using Eigenfaces
378(8)
C. Frank
E. Noth
Robust Image Sequence Mosaicing
386(8)
B. Moller
D. Williams
S. Posch
Gibbs Probability Distributions for Stereo Reconstruction
394(8)
D. Schlesinger
Partial Optimal Labelling Search for a NP-Hard Subclass of (max, +) Problems
402(8)
I. Kovtun
Extraction of Orientation from Floor Structure for Odometry Correction in Mobile Robotics
410(8)
C. Schroeter
H.-J. Boehme
H.-M. Gross
On Consistent Discrimination between Directed and Diffuse Outdoor Illimunation
418(8)
A. Ottlik
H.-H. Nagel
Genetic Algorithm-Based Video Segmentation with Adaptive Population Size
426(8)
S.H. Park
E.Y. Kim
B.-J. Cho
Component Fusion for Face Detection in the Presence of Heteroscedastic Noise
434(8)
B. Xie
D. Comaniciu
V. Ramesh
M. Simon
T. Boult
Block Matching Integrating Intensity, Hue, and Range
442(8)
S.-W. Jang
M. Pomplun
M.C. Shin
Geometric Segmentation and Object Recognition in Unordered and Incomplete Point Cloud
450(8)
S.J. Ahn
I. Effenberger
S. Roth-Koch
E. Westkamper
Real-Time Inspection System for Printed Circuit Boards
458(8)
K.-S. Choi
J.-Y. Pyun
N.-H. Kim
B.-D. Choi
S.-J. Ko
Real-Time System for Counting the Number of Passing People Using a Single Camera
466(8)
J.-W. Kim
K.-S. Choi
B.-D. Choi
J.-Y. Lee
S.-J. Ko
Multiple Classifier Systems for the Recognition of Orthoptera Songs
474(8)
C. Dietrich
F. Schwenker
G. Palm
A Region Based Seed Detection for Root Detection in Minirhizotron Images
482(8)
G. Erz
S. Posch
Image Retrieval Using Local Compact DCT-Based Representation
490(8)
S. Obdrzalek
Variance Component Estimation in Performance Characteristics Applied to Feature Extraction Procedures
498(9)
M. Luxen
A New Distance Measure for Probabilistic Shape Modeling
507(8)
W.-J. Chen
J.M. Buhmann
Generating Rotation-Invariant Texture Features by Randomization of Operator Orientation
515(8)
J. Pannekamp
E. Westkamper
Biomedical Applications
Estimation of Skill Levels in Sports Based on Hierarchical Spatio-Temporal Correspondences
523(9)
W. Ilg
J. Mezger
M. Giese
Determining Position and Fine Shape Detail in Radiological Anatomy
532(8)
G. Langs
P. Peloschek
H. Bischof
Solutions for Model-Based Analysis of Human Gait
540(8)
R. Calow
B. Michaelis
A. Al-Hamadi
Robust Hand-Eye Calibration of an Endoscopic Surgery Robot Using Dual Quaternions
548(9)
J. Schmidt
F. Vogt
H. Niemann
Pose Estimation
Real-Time Recognition of 3D-Pointing Gestures for Human-Machine-Interaction
557(9)
K. Nickel
R. Stiefelhagen
Pose Estimation of Cylindrical Fragments for Semi-automatic Bone Fracture Reduction
566(8)
S. Winkelbach
R. Westphal
T. Goesling
Pose Estimation of Free-Form Surface Models
574(8)
B. Rosenhahn
C. Perwass
G. Sommer
Applications
IR Pedestrian Detection for Advanced Driver Assistance Systems
582(9)
M. Bertozzi
A. Broggi
M. Carletti
A. Fascioli
T. Graf
P. Grisleri
M. Meinecke
Color-Based Object Tracking in Multi-camera Environments
591(9)
K. Nummiaro
E. Koller-Meier
T. Svoboda
D. Roth
L. Van Gool
Improving Children's Speech Recognition by HMM Interpolation with an Adults' Speech Recognizer
600(8)
S. Steidl
G. Stemmer
C. Hacker
E. Noth
H. Niemann
Invited Paper
Image Sequence Analysis in Environmental and Live Sciences
608(11)
B. Jahne
Author Index 619

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