Pattern Recognition
28th DAGM Symposium, Berlin, Germany, September 12-14, 2006, ProceedingsKatrin Franke, Klaus-Robert Müller, Bertram Nickolay, Ralf Schäfer (Eds.)
This book constitutes the refereed proceedings of the 28th Symposium of the German Association for Pattern Recognition, DAGM 2006. The book presents 32 revised full papers and 44 revised poster papers together with 5 invited papers. Topical sections include image filtering, restoration and segmentation, shape analysis and representation, recognition, categorization and detection, computer vision and image retrieval, machine learning and statistical data analysis, biomedical data analysis, and more.
Contents
Ultrasound Image Denoising by Spatially Varying Frequency Compounding - Erez, Yael (et al.) - Seiten 1-10
Exploiting Low-Level Image Segmentation for Object Recognition - Roth, Volker (et al.) - Seiten 11-20
Wavelet Based Noise Reduction by Identification of Correlations - Borsdorf, Anja (et al.) - Seiten 21-30
Template Based Gibbs Probability Distributions for Texture Modeling and Segmentation - Schlesinger, Dmitrij - Seiten 31-40
Efficient Combination of Probabilistic Sampling Approximations for Robust Image Segmentation - Keuchel, Jens (et al.) - Seiten 41-50
Diffusion-Like Reconstruction Schemes from Linear Data Models - Scharr, Hanno - Seiten 51-60
Reduction of Ring Artifacts in High Resolution X-Ray Microtomography Images - Axelsson, Maria (et al.) - Seiten 61-70
A Probabilistic Multi-phase Model for Variational Image Segmentation - Pock, Thomas (et al.) - Seiten 71-80
Provably Correct Edgel Linking and Subpixel Boundary Reconstruction - Köthe, Ullrich (et al.) - Seiten 81-90
The Edge Preserving Wiener Filter for Scalar and Tensor Valued Images - Krajsek, Kai (et al.) - Seiten 91-100
From Adaptive Averaging to Accelerated Nonlinear Diffusion Filtering - Didas, Stephan (et al.) - Seiten 101-110
Introducing Dynamic Prior Knowledge to Partially-Blurred Image Restoration - Zheng, Hongwei (et al.) - Seiten 111-121
On-Line, Incremental Learning of a Robust Active Shape Model - Fussenegger, Michael (et al.) - Seiten 122-131
Using Irreducible Group Representations for Invariant 3D Shape Description - Reisert, Marco (et al.) - Seiten 132-141
Shape Matching by Variational Computation of Geodesics on a Manifold - Schmidt, Frank R. (et al.) - Seiten 142-151
A Modification of the Level Set Speed Function to Bridge Gaps in Data - Rink, Karsten (et al.) - Seiten 152-161
Generation and Initialization of Stable 3D Mass-Spring Models for the Segmentation of the Thyroid Cartilage - Dornheim, Jana (et al.) - Seiten 162-171
Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction - Ciresan, Dan (et al.) - Seiten 172-181
Fast Scalar and Vectorial Grayscale Based Invariant Features for 3D Cell Nuclei Localization and Classification - Schulz, Janina (et al.)
- Seiten 182-191
Integrating Recognition and Reconstruction for Cognitive Traffic Scene Analysis from a Moving Vehicle - Leibe, Bastian (et al.) - Seiten 192-201
Sparse Patch-Histograms for Object Classification in Cluttered Images - Deselaers, Thomas (et al.) - Seiten 202-211
An Object-Oriented Approach Using a Top-Down and Bottom-Up Process for Manipulative Action Recognition - Li, Zhe (et al.) - Seiten 212-221
Detecting Intrinsically Two-Dimensional Image Structures Using Local Phase - Zang, Di (et al.) - Seiten 222-231
Towards Unsupervised Discovery of Visual Categories - Fritz, Mario (et al.) - Seiten 232-241
Cross-Articulation Learning for Robust Detection of Pedestrians - Seemann, Edgar (et al.) - Seiten 242-252
Analysis on a Local Approach to 3D Object Recognition - Delponte, Elisabetta (et al.) - Seiten 253-262
Phase Based 3D Texture Features - Fehr, Janis (et al.) - Seiten 263-272
Learning of Graphical Models and Efficient Inference for Object Class Recognition - Bergtholdt, Martin (et al.) - Seiten 273-283
Properties of Patch Based Approaches for the Recognition of Visual Object Classes - Teynor, Alexandra (et al.) - Seiten 284-293
Feature Selection for Automatic Image Annotation - Setia, Lokesh (et al.) - Seiten 294-303
Image Database Navigation on a Hierarchical MDS Grid - Schaefer, Gerald (et al.) - Seiten 304-313
Linear vs. Nonlinear Feature Combination for Saliency Computation: A Comparison with Human Vision - Ouerhani, Nabil (et al.) - Seiten 314-323
Facial Expression Modelling from Still Images Using a Single Generic 3D Head Model - Hähnel, Michael (et al.) - Seiten 324-333
Extraction of Haar Integral Features on Omnidirectional Images: Application to Local and Global Localization - Labbani-Igbida, Ouiddad (et al.) - Seiten 334-343
Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information - Braun, Mikio L. (et al.) - Seiten 344-353
Importance-Weighted Cross-Validation for Covariate Shift - Sugiyama, Masashi (et al.) - Seiten 354-363
Parameterless Isomap with Adaptive Neighborhood Selection - Mekuz, Nathan (et al.) - Seiten 364-373
Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels - Rieck, Konrad (et al.) - Seiten 374-383
Multi-scale Bayesian Based Horizon Matchings Across Faults in 3d Seismic Data - Admasu, Fitsum (et al.) - Seiten 384-393
Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity - Breun, Peter (et al.) - Seiten 394-403
Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals - Hill, N. Jeremy (et al.) - Seiten 404-413
Optimizing Spectral Filters for Single Trial EEG Classification - Tomioka, Ryota (et al.) - Seiten 414-423
Probabilistic De Novo Peptide Sequencing with Doubly Charged Ions - Peter, Hansruedi (et al.) - Seiten 424-433
Direct Estimation of the Wall Shear Rate Using Parametric Motion Models in 3D - Jehle, Markus (et al.) - Seiten 434-443
On-Line Variational Estimation of Dynamical Fluid Flows with Physics-Based Spatio-temporal Regularization - Ruhnau, Paul (et al.) - Seiten 444-454
Near Real-Time Motion Segmentation Using Graph Cuts - Schoenemann, Thomas (et al.) - Seiten 455-464
Segmentation-Based Motion with Occlusions Using Graph-Cut Optimization - Bleyer, Michael (et al.) - Seiten 465-474
Realtime Depth Estimation and Obstacle Detection from Monocular Video - Wedel, Andreas (et al.) - Seiten 475-484
3D Human Motion Sequences Synchronization Using Dense Matching Algorithm - Mozerov, Mikhail (et al.) - Seiten 485-494
Cloth X-Ray: MoCap of People Wearing Textiles - Rosenhahn, Bodo (et al.) - Seiten 495-504
Unconstrained Multiple-People Tracking - Rowe, Daniel (et al.) - Seiten 505-514
Robust Non-rigid Object Tracking Using Point Distribution Manifolds - Mathes, Tom (et al.) - Seiten 515-524
A Variational Approach to Joint Denoising, Edge Detection and Motion Estimation - Telea, Alexandru (et al.) - Seiten 525-535
Multi-step Multi-camera View Planning for Real-Time Visual Object Tracking - Deutsch, Benjamin (et al.) - Seiten 536-545
Nonparametric Density Estimation for Human Pose Tracking - Brox, Thomas (et al.) - Seiten 546-555
Learning to Mimic Motion of Human Arm and Hand Grabbing for Constraint Adaptation - Al-Zubi, Stephan (et al.) - Seiten 556-565
Visual Hand Posture Recognition in Monocular Image Sequences - Dick, Thorsten (et al.) - Seiten 566-575
Monocular Body Pose Estimation by Color Histograms and Point Tracking - Grest, Daniel (et al.) - Seiten 576-586
Pose Estimation from Uncertain Omnidirectional Image Data Using Line-Plane Correspondences - Gebken, Christian (et al.) - Seiten 587-596
Kernel Particle Filter for Visual Quality Inspection from Monocular Intensity Images - Stößel, Dirk (et al.) - Seiten 597-606
Monocular 3D Scene Reconstruction at Absolute Scales by Combination of Geometric and Real-Aperture Methods - Kuhl, Annika (et al.) - Seiten 607-616
An Effective Stereo Matching Algorithm with Optimal Path Cost Aggregation - Mozerov, Mikhail - Seiten 617-626
Tracking Camera Parameters of an Active Stereo Rig - Dang, Thao (et al.) - Seiten 627-636
Handling Camera Movement Constraints in Reinforcement Learning Based Active Object Recognition - Derichs, Christian (et al.) - Seiten 637-646
The Inversion Camera Model - Perwass, Christian (et al.) - Seiten 647-656
Determining an Initial Image Pair for Fixing the Scale of a 3D Reconstruction from an Image Sequence - Beder, Christian (et al.) - Seiten 657-666
Multi-camera Radiometric Surface Modelling for Image-Based Re-lighting - Grau, Oliver - Seiten 667-676
A Multiple Graph Cut Based Approach for Stereo Analysis - Vural, Ulas (et al.) - Seiten 677-687
Robust Variational Segmentation of 3D Objects from Multiple Views - Kolev, Kalin (et al.) - Seiten 688-697
Online Calibration of Two Zoom-Pan-Tilt Units for Planar Dynamic Events - Cornelis, Kurt (et al.) - Seiten 698-707
Dense Stereo by Triangular Meshing and Cross Validation - Wey, Peter (et al.) - Seiten 708-717
Low-Cost Laser Range Scanner and Fast Surface Registration Approach - Winkelbach, Simon (et al.) - Seiten 718-728
A Point-Based Approach to PDE-Based Surface Reconstruction - Linz, Christian (et al.) - Seiten 729-738
Robust Feature Representation for Efficient Camera Registration - Köser, Kevin (et al.) - Seiten 739-749
Reconstruction of Façade Structures Using a Formal Grammar and RjMCMC - Ripperda, Nora (et al.) - Seiten 750-759
Stable Wave Detector of Blobs in Images - Dupac, Jan (et al.) Seiten 760-769
Springer, Lecture Notes in Computer Science - Volume 4174, Paperback, english, 796 pages
