On behalf of the organizing committee, we would like to welcome you to Da- nd stadt and DAGM 2010,the 32 Annual Symposium of the German Association for Pattern Recognition. The technical program covered all aspects of pattern recognition and, to name only a few areas, ranged from 3D reconstruction, to object recognition and medical applications. The result is re?ected in these proceedings, which contain the papers presented at DAGM 2010. Our call for papers resulted in 134 submissions from institutions in 21 countries. Each paper underwent a rigorous reviewing process and was assigned to at least three program committee m- bers for review. The reviewing phase was followed by a discussion phase among the respective program committee members in order to suggest papers for - ceptance. The ?nal decision was taken during a program committee meeting held in Darmstadt based on all reviews, the discussion results and, if necessary, additional reviewing. Based on this rigorous process we selected a total of 57 papers, corresponding to an acceptance rate of below 45%. Out of all accepted papers, 24 were chosen for oral and 33 for poster presentation. All accepted - pers have been published in these proceedings and given the same number of pages. We would like to thank all members of the program committee as well as the external reviewers for their valuable and highly appreciated contribution to the community.
Author(s): David Gallup, Marc Pollefeys, Jan-Michael Frahm (auth.), Michael Goesele, Stefan Roth, Arjan Kuijper, Bernt Schiele, Konrad Schindler (eds.)
Series: Lecture Notes in Computer Science 6376 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 574
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity; Information Systems Applications (incl.Internet)
Front Matter....Pages -
3D Reconstruction Using an n -Layer Heightmap....Pages 1-10
Real-Time Dense Geometry from a Handheld Camera....Pages 11-20
From Single Cameras to the Camera Network: An Auto-Calibration Framework for Surveillance....Pages 21-30
Active Self-calibration of Multi-camera Systems....Pages 31-40
Optimization on Shape Curves with Application to Specular Stereo....Pages 41-50
Unsupervised Facade Segmentation Using Repetitive Patterns....Pages 51-60
Image Segmentation with a Statistical Appearance Model and a Generic Mumford-Shah Inspired Outside Model....Pages 61-70
Estimating Force Fields of Living Cells – Comparison of Several Regularization Schemes Combined with Automatic Parameter Choice....Pages 71-80
Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes....Pages 81-90
Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions....Pages 91-100
Model-Based Recognition of Domino Tiles Using TGraphs....Pages 101-110
Slicing the View: Occlusion-Aware View-Based Robot Navigation....Pages 111-120
A Contour Matching Algorithm to Reconstruct Ruptured Documents....Pages 121-130
Local Structure Analysis by Isotropic Hilbert Transforms....Pages 131-140
Complex Motion Models for Simple Optical Flow Estimation....Pages 141-150
Tracking People in Broadcast Sports....Pages 151-161
A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing....Pages 162-171
Inpainting in Multi-image Stereo....Pages 172-181
Analysis of Length and Orientation of Microtubules in Wide-Field Fluorescence Microscopy....Pages 182-191
Learning Non-stationary System Dynamics Online Using Gaussian Processes....Pages 192-201
Computational TMA Analysis and Cell Nucleus Classification of Renal Cell Carcinoma....Pages 202-211
Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies....Pages 212-221
VF-SIFT: Very Fast SIFT Feature Matching....Pages 222-231
One-Shot Learning of Object Categories Using Dependent Gaussian Processes....Pages 232-241
Uncertainty Driven Multi-scale Optimization....Pages 242-251
The Group-Lasso: ℓ 1, ∞ Regularization versus ℓ 1,2 Regularization....Pages 252-261
Random Fourier Approximations for Skewed Multiplicative Histogram Kernels....Pages 262-271
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models....Pages 272-282
Classification of Swimming Microorganisms Motion Patterns in 4D Digital In-Line Holography Data....Pages 283-292
Catheter Tracking: Filter-Based vs. Learning-Based....Pages 293-302
Exploiting Redundancy for Aerial Image Fusion Using Convex Optimization....Pages 303-312
A Convex Approach for Variational Super-Resolution....Pages 313-322
Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation....Pages 323-332
A Model-Based Approach to the Segmentation of Nasal Cavity and Paranasal Sinus Boundaries....Pages 333-342
Wavelet-Based Inpainting for Object Removal from Image Series....Pages 343-352
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM....Pages 353-362
N-View Human Silhouette Segmentation in Cluttered, Partially Changing Environments ,....Pages 363-372
Nugget-Cut: A Segmentation Scheme for Spherically- and Elliptically-Shaped 3D Objects....Pages 373-382
Benchmarking Stereo Data (Not the Matching Algorithms)....Pages 383-392
Robust Open-Set Face Recognition for Small-Scale Convenience Applications....Pages 393-402
Belief Propagation for Improved Color Assessment in Structured Light....Pages 403-411
3D Object Detection Using a Fast Voxel-Wise Local Spherical Fourier Tensor Transformation....Pages 412-421
Matte Super-Resolution for Compositing....Pages 422-431
An Improved Histogram of Edge Local Orientations for Sketch-Based Image Retrieval....Pages 432-441
A Novel Curvature Estimator for Digital Curves and Images....Pages 442-451
Local Regression Based Statistical Model Fitting....Pages 452-461
Semi-supervised Learning of Edge Filters for Volumetric Image Segmentation....Pages 462-471
Geometrically Constrained Level Set Tracking for Automotive Applications....Pages 472-482
Interactive Motion Segmentation....Pages 483-492
On-Line Multi-view Forests for Tracking....Pages 493-502
Probabilistic Multi-class Scene Flow Segmentation for Traffic Scenes....Pages 503-512
A Stochastic Evaluation of the Contour Strength....Pages 513-522
Incremental Computation of Feature Hierarchies....Pages 523-532
From Box Filtering to Fast Explicit Diffusion....Pages 533-542
High-Resolution Object Deformation Reconstruction with Active Range Camera....Pages 543-552
Selection of an Optimal Polyhedral Surface Model Using the Minimum Description Length Principle....Pages 553-562
Learning of Optimal Illumination for Material Classification....Pages 563-572
Back Matter....Pages -
