This book constitutes the refereed proceedings of the 29th Symposium of the German Association for Pattern Recognition, DAGM 2007, held in Heidelberg Germany in September 2007.
The 55 revised full papers were carefully reviewed and selected. The papers are organized in topical sections on 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, motion analysis and tracking, pose recognition, stereo and structure from motion, multi-view image and geometric processing, as well as 3D view registration and surface modeling.
Author(s): Ferid Bajramovic, Joachim Denzler (auth.), Fred A. Hamprecht, Christoph Schnörr, Bernd Jähne (eds.)
Series: Lecture Notes in Computer Science 4713 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 560
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity
Front Matter....Pages -
Self-calibration with Partially Known Rotations....Pages 1-10
A Combined Approach for Estimating Patchlets from PMD Depth Images and Stereo Intensity Images....Pages 11-20
View-Based Robot Localization Using Spherical Harmonics: Concept and First Experimental Results....Pages 21-31
Clustered Stochastic Optimization for Object Recognition and Pose Estimation....Pages 32-41
Unambiguous Dynamic Diffraction Patterns for 3D Depth Profile Measurement....Pages 42-51
Point Matching Constraints in Two and Three Views....Pages 52-61
A Multi-view Camera System for the Generation of Real-Time Occlusion-Free Scene Video....Pages 62-71
Selection of Local Optical Flow Models by Means of Residual Analysis....Pages 72-81
Calibration of a Multi-camera Rig from Non-overlapping Views....Pages 82-91
Fluid Flow Estimation Through Integration of Physical Flow Configurations....Pages 92-101
Rigid Motion Constraints for Tracking Planar Objects....Pages 102-111
Detectability of Moving Objects Using Correspondences over Two and Three Frames....Pages 112-121
An Analysis-by-Synthesis Camera Tracking Approach Based on Free-Form Surfaces....Pages 122-131
An Adaptive Confidence Measure for Optical Flows Based on Linear Subspace Projections....Pages 132-141
Bayesian Model Selection for Optical Flow Estimation....Pages 142-151
Illumination-Robust Variational Optical Flow with Photometric Invariants....Pages 152-162
Online Smoothing for Markerless Motion Capture....Pages 163-172
Occlusion Modeling by Tracking Multiple Objects....Pages 173-183
Simultaneous Estimation of Surface Motion, Depth and Slopes Under Changing Illumination....Pages 184-193
Recursive Estimation with Implicit Constraints....Pages 194-203
Optimal Dominant Motion Estimation Using Adaptive Search of Transformation Space....Pages 204-213
A Duality Based Approach for Realtime TV- L 1 Optical Flow....Pages 214-223
Semi-supervised Tumor Detection in Magnetic Resonance Spectroscopic Images Using Discriminative Random Fields....Pages 224-233
Regularized Data Fusion Improves Image Segmentation....Pages 234-243
Perception-Based Image Segmentation Using the Bounded Irregular Pyramid....Pages 244-253
Efficient Image Segmentation Using Pairwise Pixel Similarities....Pages 254-263
WarpCut – Fast Obstacle Segmentation in Monocular Video....Pages 264-273
Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces....Pages 274-283
High Accuracy Feature Detection for Camera Calibration: A Multi-steerable Approach....Pages 284-293
A Subiteration-Based Surface-Thinning Algorithm with a Period of Three....Pages 294-303
Holomorphic Filters for Object Detection....Pages 304-313
Peer Group Vector Median Filter....Pages 314-323
Image Statistics and Local Spatial Conditions for Nonstationary Blurred Image Reconstruction....Pages 324-334
The Minimum Volume Ellipsoid Metric....Pages 335-344
An Attentional Approach for Perceptual Grouping of Spatially Distributed Patterns....Pages 345-354
Classifying Glaucoma with Image-Based Features from Fundus Photographs....Pages 355-364
Learning to Recognize Faces Incrementally....Pages 365-374
Short-Term Tide Prediction....Pages 375-384
Extraction of 3D Unfoliaged Trees from Image Sequences Via a Generative Statistical Approach....Pages 385-394
Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification....Pages 395-404
How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye Movements....Pages 405-414
A Fast and Reliable Coin Recognition System....Pages 415-424
3D Invariants with High Robustness to Local Deformations for Automated Pollen Recognition....Pages 425-435
The kernelHMM : Learning Kernel Combinations in Structured Output Domains....Pages 436-445
Intrinsic Mean for Semi-metrical Shape Retrieval Via Graph Cuts....Pages 446-455
Pedestrian Recognition from a Moving Catadioptric Camera....Pages 456-465
Efficient Learning of Neural Networks with Evolutionary Algorithms....Pages 466-475
Robust High-Speed Melt Pool Measurements for Laser Welding with Sputter Detection Capability....Pages 476-485
Learning Robust Objective Functions with Application to Face Model Fitting....Pages 486-496
Analyzing the Variability of the 3D Structure of Chromatin Fiber Using Statistical Shape Theory....Pages 497-506
Image-Matching for Revision Detection in Printed Historical Documents....Pages 507-516
Stochastic Optimization of Multiple Texture Registration Using Mutual Information....Pages 517-526
Curvature Guided Level Set Registration Using Adaptive Finite Elements....Pages 527-536
Spline-Based Elastic Image Registration with Matrix-Valued Basis Functions Using Landmark and Intensity Information....Pages 537-546
Unifying Energy Minimization and Mutual Information Maximization for Robust 2D/3D Registration of X-Ray and CT Images....Pages 547-557
Back Matter....Pages -
