Pattern Recognition: 23rd Dagm Symposium, Munich, Germany, September 12-14, 2001, Proceedings

by Radig, Bernd; Florczyk, Stefan

• ISBN13: 9783540425960
• ISBN10: 3540425969
• Format: Paperback
• Copyright: 2001-10-01
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the 23rd Symposium of the German Association for Pattern Recognition, DAGM 2001, held in Munich, Germany in September 2001. The 58 revised full papers and posters presented were carefully reviewed and selected from a total of 105 submissions. The book offers topical sections on image analysis, 3D-gathering and visualization, image processing, image sequence analysis, classification, active vision, 3D-reconstruction, and interaction of virtual and real worlds.

Table of Contents

Image Analysis I
Model-Based Image Segmentation Using Local Self-Adapting Separation Criteria	1	(8)
Hanek R.
SIMBA-Search IMages by Appearance	9	(8)
Siggelkow S.
Schael M.
Burkhardt H.
Texture Defect Detection Using Invariant Textural Features	17	(8)
Schael M.
Poster
Segmentation of Spontaneously Splitting Figures into Overlapping Layers	25	(7)
Massad A.
Mertsching B.
Writer Adaptation for On-Line Handwriting Recognition	32	(6)
Brakensiek A.
Kosmala A.
Rigoll G.
Blood Vessel Detection in Retinal Images by Shape-Based Multi-threshold Probing	38	(7)
Jiang X.
Mojon D.
Vehicle Detection in Aerial Images Using Generic Features, Grouping, and Context	45	(8)
Hinz S.
Baumgartner A.
Reconstruction of Image Structure in Presence of Specular Reflections	53	(8)
Groger M.
Sepp W.
Ortmaier T.
Hirzinger G.
3D-Gathering & Visualisation
Spatio-temporal Analysis of Human Faces Using Multi-resolution Subdivision Surfaces	61	(8)
Neumann J.
Aloimonos Y.
3D Anisotropic Diffusion Filtering for Enhancing Noisy Actin Filament Fluorescence Images	69	(7)
Scharr H.
Uttenweiler D.
A Point Set Registration Algorithm Using a Motion Model Based on Thin-Plate Splines and Point Clustering	76	(8)
Fieres J.
Mattes J.
Eils R.
Poster
Optimal Camera Orientation from Points and Straight Lines	84	(8)
Luxen M.
Forstner W.
Points, Lines and Planes and Their Optimal Estimation	92	(8)
Heuel S.
A Probabilistic Approach to Simultaneous Segmentation, Object Recognition, 3D Localization and Tracking Using Stereo	100	(8)
von Wichert G.
Improving the Robustness in Extracting 3D Point Landmarks Based on Deformable Models	108	(8)
Alker M.
Frantz S.
Rohr K.
Stiehl H. S.
Efficient 3D Vertex Detection in Range Images Acquired with a Laser Sensor	116	(8)
Katsoulas D.
Bergen L.
Image Processing
Scale Adaptive Filtering Derived from the Laplace Equation	124	(8)
Felsberg M.
Sommer G.
One-Sided Stability of Medial Axs Transform	132	(8)
Choi S. W.
Seidel H.-P.
Poster
Robust Line Detection in Historical Church Registers	140	(8)
Feldbach M.
Tonnies K. D.
Similarity Measures for Occlusion, Clutter, and Illumination Invariant Object Recognition	148	(7)
Steger C.
Affine Point Pattern Matching	155	(8)
Voss K.
Suesse H.
Image Sequence Analysis
Surface Expansion from Range Data Sequences	163	(7)
Spies H.
Jahne B.
Barron J. L.
Illumination-Invariant Change Detection Using a Statistical Colinearity Criterion	170	(8)
Mester R.
Aach T.
Dumbgen L.
Memorizing Visual Knowledge for Assembly Process Monitoring	178	(8)
Bauckhage C.
Fritsch J.
Sagerer G.
Poster
Wavelet Subspace Method for Real-Time Face Tracking	186	(8)
Kruger V.
Feris R. S.
Reliable Estimates of the Sea Surface Heat Flux from Image Sequences	194	(8)
Garbe C. S.
Jaehne B.
Real-Time Motion Based Vehicle Segmentation in Traffic Lanes	202	(6)
Techmer A.
Detection and Tracking of Moving Objects for Mosaic Image Generation	208	(8)
Moller B.
Posch S.
Acquiring Robust Representations for Recognition from Image Sequences	216	(7)
Wallraven C.
Bulthoff H.
Image Sequence Analysis of Satellite NO2 Concentration Maps	223	(8)
Wenig M.
Leue C.
Kraus S.
Wagner T.
Platt U.
Jaehne B.
Root Growth Measurements in Object Coordinates	231	(8)
Kirchgener N.
Spies H.
Scharr H.
Schurr U.
Classification
On Fusion of Multiple Views for Active Object Recognition	239	(7)
Deinzer F.
Denzler J.
Niemann H.
Probabilistic Discriminative Kernel Classifiers for Multi-class Problems	246	(8)
Roth V.
Appearance-Based Statistical Object Recognition by Heterogeneous Background and Occlusions	254	(8)
Reinhold M.
Paulus D.
Niemann H.
Combining Independent Component Analysis and Self-Organizing Maps for Cell Image Classification	262	(7)
Kampfe T.
Nattkemper T. W.
Ritter H.
Poster
Nonlinear Shape Statistics via Kernel Spaces	269	(8)
Cremers D.
Kohlberger T.
Schnorr C.
Normalization in Support Vector Machines	277	(6)
Graf A. B. A.
Borer S.
Solving Multi-class Pattern Recognition Problems with Tree-Structured Support Vector Machines	283	(8)
Schwenker F.
Facial Expression Recognition with Pseudo-3D Hidden Markov Models	291	(7)
Hulsken F.
Wallhoff F.
Rigoll G.
Active Vision
Towards On-Line Pose Measurement for Robots	298	(7)
Bohm J.
Hefele J.
Fritsch D.
Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition	305	(8)
Denzler J.
Brown C. M.
Niemann H.
View Planning for Unknown Indoor Scenes Based on a Cost Benefit Analysis	313	(8)
Klein K.
Sequeira V.
Cooperative Probabilistic State Estimation for Vision-Based Autonomous Soccer Robots	321	(8)
Schmitt T.
Hanek R.
Buck S.
Beetz M
Poster
A New Contour-Based Approach to Object Recognition for Assembly Line Robots	329	(8)
Suing M.
Hermes L.
Buhmann J. M.
Where Is the Hole Punch? Object Localization Capabilities on a Specific Bureau Task	337	(8)
Michaelsen E.
Ahlrichs U.
Stilla U.
Paulus D.
Niemann H.
Image Analysis II
Phenomenology-Based Segmentation of InSAR Data for Building Detection	345	(8)
Soergel U.
Schulz K.
Thoennessen U.
Convex Relaxations for Binary Image Partitioning and Perceptual Grouping	353	(8)
Keuchel J.
Schellewald C.
Cremers D.
Schnorr C
Evaluation of Convex Optimization Techniques for the Weighted Graph-Matching Problem in Computer Vision	361	(8)
Schellewald C.
Roth S.
Schnorr C.
Learning Shape Models from Examples	369	(8)
Gavrila D. M.
Giebel J.
Neumann H.
3D-Reconstruction
Shape from 2D Edge Gradients	377	(8)
Winkelbach S.
Wahl F. M.
Robust Obstacle Detection from Stereoscopic Image Sequences Using Kalman Filtering	385	(7)
Suppes A.
Suhling F.
Hotter M.
3D Model Retrieval with Spherical Harmonics and Moments	392	(6)
Saupe D.
Vranic D. V.
Poster
Least Squares Orthogonal Distance Fitting of Implicit Curves and Surfaces	398	(8)
Ahn S. J.
Rauh W.
Recknagel M.
Segmentation of Tubular Structures in 3D Images Using a Combination of the Hough Transform and a Kalman Filter	406	(8)
Behrens T.
Rohr K.
Stiehl H. S.
Pros and Cons of Euclidean Fitting	414	(7)
Faber P.
Fisher R. B.
Interaction Virtual with Real Worlds
Placing Arbitrary Objects in a Real Scene Using a Color Cube for Pose Estimation	421	(8)
Schmidt J.
Scholz I.
Niemann H.
Detecting, Tracking and Interpretation of a Pointing Gesture by an Overhead View Camera	429	(8)
Kolesnik M.
Kulessa T.
Poster
Recognition of the German Visemes Using Multiple Feature Matching	437	(5)
Shdaifat I.
Grigat R.-R.
Lutgert S.
Invited Talk
Medical & Industrial Augmented Reality: Challenges for Real-Time Vision, Computer Graphics and Mobile Computing	442	(9)
Navab N.
Author Index	451