We are proud to present the DAGM 2002 proceedings, which are the result of the e?orts of many people. First, there are the many authors, who have submitted so many excellent cont- butions. We received more than 140 papers, of which we could only accept about half in order not to overload the program. Only about one in seven submitted papers could be delivered as an oral presentation, for the same reason. But it needs to be said that almost all submissions were of a really high quality. This strong program could not have been put together without the support of the Program Committee. They took their responsibility most seriously and we are very grateful for their reviewing work, which certainly took more time than anticipated, given the larger than usual number of submissions. Our three invited speakers added a strong multidisciplinary component to the conference. Dr. Antonio Criminisi of Microsoft Research (Redmond, USA) dem- strated how computer vision can literally bring a new dimension to the app- ciation of art. Prof. Philippe Schyns (Dept. of Psychology, Univ. of Glasgow, UK) presented intriguing insights into the human perception of patterns, e.g., the role of scale. Complementary to this presentation, Prof. Manabu Tanifuji of the Brain Science Institute in Japan (Riken) discussed novel neurophysiological ?ndings on how the brain deals with the recognition of objects and their parts.
Author(s): J. Giebel, D. M. Gavrila (auth.), Luc Van Gool (eds.)
Series: Lecture Notes in Computer Science 2449
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 628
Tags: Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics
Multimodal Shape Tracking with Point Distribution Models....Pages 1-8
Real-Time Tracking of Complex Objects Using Dynamic Interpretation Tree....Pages 9-16
On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking....Pages 17-25
Video-Based Handsign Recognition for Intuitive Human-Computer-Interaction....Pages 26-33
Quality Enhancement of Reconstructed 3D Models Using Coplanarity and Constraints....Pages 34-41
Multispectral Texture Analysis Using Interplane Sum- and Difference-Histograms....Pages 42-49
Human Body Reconstruction from Image Sequences....Pages 50-57
A Knowledge-Based System for Context Dependent Evaluation of Remote Sensing Data....Pages 58-65
Empirically Convergent Adaptive Estimation of Grayvalue Structure Tensors....Pages 66-74
Real Time Fusion of Motion and Stereo Using Flow/Depth Constraint for Fast Obstacle Detection....Pages 75-82
Polygon Partition into Stable Regions....Pages 83-90
Fast ICP Algorithms for Shape Registration....Pages 91-99
Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis....Pages 100-108
Skin Patch Detection in Real-World Images....Pages 109-116
Logarithmic Tapering Graph Pyramid....Pages 117-124
A New and Efficient Algorithm for Detecting the Corners in Digital Images....Pages 125-132
Fast Implicit Active Contour Models....Pages 133-140
Unsupervised Image Partitioning with Semidefinite Programming....Pages 141-149
The Application of Genetic Algorithms in Structural Seismic Image Interpretation....Pages 150-157
Unsupervised Image Clustering Using the Information Bottleneck Method....Pages 158-165
Efficient Modification of the Central Weighted Vector Median Filter....Pages 166-173
Fast Recovery of Piled Deformable Objects Using Superquadrics....Pages 174-181
Analysis of Amperometric Biosensor Curves Using Hidden-Markov-Models....Pages 182-189
Unifying Registration and Segmentation for Multi-sensor Images....Pages 190-197
Relations between Soft Wavelet Shrinkage and Total Variation Denoising....Pages 198-205
Data Resampling for Path Based Clustering....Pages 206-214
Statistical Image Sequence Processing for Temporal Change Detection....Pages 215-223
Single-View Metrology: Algorithms and Applications (Invited Paper)....Pages 224-239
Shape from Single Stripe Pattern Illumination....Pages 240-247
Disparity from Monogenic Phase....Pages 248-256
A Probabilistic Approach to Building Roof Reconstruction Using Semantic Labelling....Pages 257-264
Adaptive Pose Estimation for Different Corresponding Entities....Pages 265-273
Properties of a Three-Dimensional Island Hierarchy for Segmentation of 3D Images with the Color Structure Code....Pages 274-281
A Real Time Implementation of the Saliency-Based Model of Visual Attention on a SIMD Architecture....Pages 282-289
Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing....Pages 290-297
Hierarchical Primitives Based Contour Matching....Pages 298-305
Application of the Tensor Voting Technique for Perceptual Grouping to Grey-Level Images....Pages 306-314
Combined Forward and Backward Anisotropic Diffusion Filtering of Color Images....Pages 314-322
Reinforcement Learning to Drive a Car by Pattern Matching....Pages 322-329
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics....Pages 330-337
Extending Active Shape Models to Incorporate a-priori Knowledge about Structural Variability....Pages 338-344
A New Approach for Defect Detection in X-ray CT Images....Pages 345-352
Object Tracking with an Adaptive Color-Based Particle Filter....Pages 353-360
Analysis of Object Interactions in Dynamic Scenes....Pages 361-369
Automatic Monocular 3D-Reconstruction of Indoor Environments Using Mobile Vehicles....Pages 370-378
Dense Parameter Fields from Total Least Squares....Pages 379-386
A Factorization-Based Method for Projective Reconstruction with Minimization of 2-D Reprojection Errors....Pages 387-394
Head Detection and Localization from Sparse 3D Data....Pages 395-402
Segmentation of the Date in Entries of Historical Church Registers....Pages 403-410
Approach to Object Recognition by Learning Mobile Robots....Pages 411-420
Ultrasonic Image Formation Using Wide Angle Sensor Arrays and Cross-Echo Evaluation....Pages 421-428
Segmenting Microorganisms in Multi-modal Volumetric Datasets Using a Modified Watershed Transform....Pages 429-437
Bayesian Kernel Tracking....Pages 438-445
Nonlinear Matrix Diffusion for Optic Flow Estimation....Pages 446-453
Combining the Advantages of Local and Global Optic Flow Methods....Pages 454-462
Mixed OLS-TLS for the Estimation of Dynamic Processes with a Linear Source Term....Pages 463-471
Motion Competition: Variational Integration of Motion Segmentation and Shape Regularization....Pages 472-480
Fisher Light-Fields for Face Recognition across Pose and Illumination....Pages 481-489
A Multimodal System for Object Learning....Pages 490-497
Maximum Entropy and Gaussian Models for Image Object Recognition....Pages 498-506
Evaluation of Confidence Measures for On-Line Handwriting Recognition....Pages 507-514
ViRoom — Low Cost Synchronized Multicamera System and Its Self-calibration....Pages 515-522
Real-Time Tracking Using Wavelet Representation....Pages 523-530
Hands Tracking from Frontal View for Vision-Based Gesture Recognition....Pages 531-539
Automatic Annotation of Tennis Video Sequences....Pages 540-547
Fitting of Parametric Space Curves and Surfaces by Using the Geometric Error Measure....Pages 548-556
Efficient, Active 3D Acquisition, Based on a Pattern-Specific Snake....Pages 557-565
Appearance-Based 3-D Face Recognition from Video....Pages 566-574
Direct Method for Motion Estimation: An Alternative to Decomposition of Planar Transformation Matrices....Pages 575-582
A Feature-Driven Attention Module for an Active Vision System....Pages 583-590
Analytic Reduction of the Kruppa Equations....Pages 591-599
Query-Dependent Performance Optimization for Vocabulary-Supported Image Retrieval....Pages 600-608
Multiscale Image Processing on the Sphere....Pages 609-617
Polydioptric Cameras: New Eyes for Structure from Motion....Pages 618-625
