Pattern Recognition (eBook, PDF)

24th DAGM Symposium, Zurich, Switzerland, September 16-18, 2002, Proceedings
Redaktion: Gool, Luc Van

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 628
• Erscheinungstermin: 30. Juni 2003
• Englisch
• ISBN-13: 9783540457831
• Artikelnr.: 53147639

Autorenporträt

Luc Van Gool, ETH Zürich, Switzerland

Inhaltsangabe

Tracking.- Multimodal Shape Tracking with Point Distribution Models.- Real-Time Tracking of Complex Objects Using Dynamic Interpretation Tree.- Posters I.- On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking.- Video-Based Handsign Recognition for Intuitive Human-Computer-Interaction.- Quality Enhancement of Reconstructed 3D Models Using Coplanarity and Constraints.- Multispectral Texture Analysis Using Interplane Sum- and Difference-Histograms.- Human Body Reconstruction from Image Sequences.- A Knowledge-Based System for Context Dependent Evaluation of Remote Sensing Data.- Empirically Convergent Adaptive Estimation of Grayvalue Structure Tensors.- Real Time Fusion of Motion and Stereo Using Flow/Depth Constraint for Fast Obstacle Detection.- Polygon Partition into Stable Regions.- Fast ICP Algorithms for Shape Registration.- Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis.- Skin Patch Detection in Real-World Images.- Logarithmic Tapering Graph Pyramid.- A New and Efficient Algorithm for Detecting the Corners in Digital Images.- Fast Implicit Active Contour Models.- Unsupervised Image Partitioning with Semidefinite Programming.- The Application of Genetic Algorithms in Structural Seismic Image Interpretation.- Unsupervised Image Clustering Using the Information Bottleneck Method.- Efficient Modification of the Central Weighted Vector Median Filter.- Fast Recovery of Piled Deformable Objects Using Superquadrics.- Analysis of Amperometric Biosensor Curves Using Hidden-Markov-Models.- Segmentation.- Unifying Registration and Segmentation for Multi-sensor Images.- Relations between Soft Wavelet Shrinkage and Total Variation Denoising.- Data Resampling for Path Based Clustering.- StatisticalImage Sequence Processing for Temporal Change Detection.- Invited Talk.- Single-View Metrology: Algorithms and Applications (Invited Paper).- 3D Shape.- Shape from Single Stripe Pattern Illumination.- Disparity from Monogenic Phase.- A Probabilistic Approach to Building Roof Reconstruction Using Semantic Labelling.- Adaptive Pose Estimation for Different Corresponding Entities.- Posters II.- Properties of a Three-Dimensional Island Hierarchy for Segmentation of 3D Images with the Color Structure Code.- A Real Time Implementation of the Saliency-Based Model of Visual Attention on a SIMD Architecture.- Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing.- Hierarchical Primitives Based Contour Matching.- Application of the Tensor Voting Technique for Perceptual Grouping to Grey-Level Images.- Combined Forward and Backward Anisotropic Diffusion Filtering of Color Images.- Reinforcement Learning to Drive a Car by Pattern Matching.- Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics.- Extending Active Shape Models to Incorporate a-priori Knowledge about Structural Variability.- A New Approach for Defect Detection in X-ray CT Images.- Object Tracking with an Adaptive Color-Based Particle Filter.- Analysis of Object Interactions in Dynamic Scenes.- Automatic Monocular 3D-Reconstruction of Indoor Environments Using Mobile Vehicles.- Dense Parameter Fields from Total Least Squares.- A Factorization-Based Method for Projective Reconstruction with Minimization of 2-D Reprojection Errors.- Head Detection and Localization from Sparse 3D Data.- Segmentation of the Date in Entries of Historical Church Registers.- Approach to Object Recognition by Learning Mobile Robots.- Ultrasonic Image Formation Using Wide Angle Sensor Arrays and Cross-Echo Evaluation.- Segmenting Microorganisms in Multi-modal Volumetric Datasets Using a Modified Watershed Transform.- Bayesian Kernel Tracking.- Optical Flow.- Nonlinear Matrix Diffusion for Optic Flow Estimation.- Combining the Advantages of Local and Global Optic Flow Methods.- Mixed OLS-TLS for the Estimation of Dynamic Processes with a Linear Source Term.- Motion Competition: Variational Integration of Motion Segmentation and Shape Regularization.- Recognition.- Fisher Light-Fields for Face Recognition across Pose and Illumination.- A Multimodal System for Object Learning.- Maximum Entropy and Gaussian Models for Image Object Recognition.- Evaluation of Confidence Measures for On-Line Handwriting Recognition.- Posters III.- ViRoom - Low Cost Synchronized Multicamera System and Its Self-calibration.- Real-Time Tracking Using Wavelet Representation.- Hands Tracking from Frontal View for Vision-Based Gesture Recognition.- Automatic Annotation of Tennis Video Sequences.- Fitting of Parametric Space Curves and Surfaces by Using the Geometric Error Measure.- Efficient, Active 3D Acquisition, Based on a Pattern-Specific Snake.- Appearance-Based 3-D Face Recognition from Video.- Direct Method for Motion Estimation: An Alternative to Decomposition of Planar Transformation Matrices.- A Feature-Driven Attention Module for an Active Vision System.- Analytic Reduction of the Kruppa Equations.- Query-Dependent Performance Optimization for Vocabulary-Supported Image Retrieval.- Spherical Images.- Multiscale Image Processing on the Sphere.- Polydioptric Cameras: New Eyes for Structure from Motion.