This book constitutes the refereed proceedings of the 30th Symposium of the German Association for Pattern Recognition, DAGM 2008, held in Munich, Germany, in June 2008.
The 53 revised full papers were carefully reviewed and selected from 136 submissions. The papers are organized in topical sections on learning and classification, tracking, medical image processing and segmentation, audio, speech and handwriting recognition, multiview geometry and 3D-reconstruction, motion and matching, and image analysis.
Author(s): Jörg Kappes, Christoph Schnörr (auth.), Gerhard Rigoll (eds.)
Series: Lecture Notes in Computer Science 5096 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Language: English
Pages: 538
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity
Front Matter....Pages -
MAP-Inference for Highly-Connected Graphs with DC-Programming....Pages 1-10
Approximate Parameter Learning in Conditional Random Fields: An Empirical Investigation....Pages 11-20
Simple Incremental One-Class Support Vector Classification....Pages 21-30
A Multiple Kernel Learning Approach to Joint Multi-class Object Detection....Pages 31-40
Fast Generalized Belief Propagation for MAP Estimation on 2D and 3D Grid-Like Markov Random Fields....Pages 41-50
Boosting for Model-Based Data Clustering....Pages 51-60
Improving the Run-Time Performance of Multi-class Support Vector Machines....Pages 61-70
Sliding-Windows for Rapid Object Class Localization: A Parallel Technique....Pages 71-81
A Performance Evaluation of Single and Multi-feature People Detection....Pages 82-91
Model-Based Motion Capture for Crash Test Video Analysis....Pages 92-101
Efficient Tracking as Linear Program on Weak Binary Classifiers....Pages 102-111
A Comparison of Region Detectors for Tracking....Pages 112-121
Combining Densely Sampled Form and Motion for Human Action Recognition....Pages 122-131
Recognition and Tracking of 3D Objects....Pages 132-141
Segmentation of SBFSEM Volume Data of Neural Tissue by Hierarchical Classification....Pages 142-152
Real-Time Neighborhood Based Disparity Estimation Incorporating Temporal Evidence....Pages 153-162
A Novel Approach for Detection of Tubular Objects and Its Application to Medical Image Analysis....Pages 163-172
Weakly Supervised Cell Nuclei Detection and Segmentation on Tissue Microarrays of Renal Clear Cell Carcinoma....Pages 173-182
A Probabilistic Segmentation Scheme....Pages 183-192
Using Eigenvalue Derivatives for Edge Detection in DT-MRI Data....Pages 193-202
Space-Time Multi-Resolution Banded Graph-Cut for Fast Segmentation....Pages 203-213
Combination of Multiple Segmentations by a Random Walker Approach....Pages 214-223
Automatic Detection of Learnability under Unreliable and Sparse User Feedback....Pages 224-233
Novel VQ Designs for Discrete HMM On-Line Handwritten Whiteboard Note Recognition....Pages 234-243
Switching Linear Dynamic Models for Noise Robust In-Car Speech Recognition....Pages 244-253
Natural Language Understanding by Combining Statistical Methods and Extended Context-Free Grammars....Pages 254-263
Photoconsistent Relative Pose Estimation between a PMD 2D3D-Camera and Multiple Intensity Cameras....Pages 264-273
Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach....Pages 274-283
3D Body Scanning in a Mirror Cabinet....Pages 284-293
On Sparsity Maximization in Tomographic Particle Image Reconstruction....Pages 294-303
Resolution Enhancement of PMD Range Maps....Pages 304-313
A Variational Model for the Joint Recovery of the Fundamental Matrix and the Optical Flow....Pages 314-324
Decomposition of Quadratic Variational Problems....Pages 325-334
A Variational Approach to Adaptive Correlation for Motion Estimation in Particle Image Velocimetry....Pages 335-344
Optical Rails....Pages 345-354
Postprocessing of Optical Flows Via Surface Measures and Motion Inpainting....Pages 355-364
An Evolutionary Approach for Learning Motion Class Patterns....Pages 365-374
Relative Pose Estimation from Two Circles....Pages 375-384
Staying Well Grounded in Markerless Motion Capture....Pages 385-395
An Unbiased Second-Order Prior for High-Accuracy Motion Estimation....Pages 396-405
Physically Consistent Variational Denoising of Image Fluid Flow Estimates....Pages 406-415
Convex Hodge Decomposition of Image Flows....Pages 416-425
Image Tagging Using PageRank over Bipartite Graphs....Pages 426-435
On the Relation between Anisotropic Diffusion and Iterated Adaptive Filtering....Pages 436-445
Comparing Local Feature Descriptors in pLSA-Based Image Models....Pages 446-455
Example-Based Learning for Single-Image Super-Resolution....Pages 456-465
Statistically Optimal Averaging for Image Restoration and Optical Flow Estimation....Pages 466-475
Deterministic Defuzzification Based on Spectral Projected Gradient Optimization....Pages 476-485
Learning Visual Compound Models from Parallel Image-Text Datasets....Pages 486-496
Measuring Plant Root Growth....Pages 497-506
A Local Discriminative Model for Background Subtraction....Pages 507-516
Perspective Shape from Shading with Non-Lambertian Reflectance....Pages 517-526
The Conformal Monogenic Signal....Pages 527-536
Back Matter....Pages -
