Pattern Recognition

23rd DAGM Symposium, Munich, Germany, September 12-14, 2001. Proceedings

Häftad, Engelska, 2001

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This book constitutes the refereed proceedings of the 23rd Symposium of the German Association for Pattern Recognition, DAGM 2001, held in Munich, Germany in September 2001. The 58 revised full papers and posters presented were carefully reviewed and selected from a total of 105 submissions. The book offers topical sections on image analysis, 3D-gathering and visualization, image processing, image sequence analysis, classification, active vision, 3D-reconstruction, and interaction of virtual and real worlds.

Produktinformation

Utgivningsdatum2001-09-05
Mått155 x 233 x 26 mm
Vikt715 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor456
Upplaga2001
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540425960

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Image Analysis I.- Model-Based Image Segmentation Using local Self-Adapting Separation Criteria.- SIMBA — Search Images by Appearance.- Texture Defect Detection Using Invariant Textural Features.- Poster.- Segmentation of Spontaneously Splitting Figures into Overlapping Layers.- Writer Adaptation for Online Handwriting Recognition.- Blood Vessel Detection in Retinal Images by Shape-Based Multi-Threshold Probing.- Vehicle Detection in Aerial Images Using Generic Features, Grouping, and Context.- Reconstruction of Image Structure in Presence of Specular Reflections.- 3D-Gathering & Visualization.- Spatio-temporal Analysis of Human Faces Using Multi-Resolution Subdivision Surfaces.- 3D Anisotropic Diffusion Filtering for Enhancing Noisy Actin Filament Fluorescence Images.- A Point Set Registration Algorithm Using a Motion Model Based on Thin-Plate Splines and Point Clustering.- Poster.- Optimal Camera Orientation from Points and Straight Lines.- Points, Lines, and Planes and Their Optimal Estimation.- A Probabilistic Approach to Simultaneous Segmentation, Object Recognition, 3D Localization, and Tracking Using Stereo.- Improving the Robustness in Extracting 3D Point Landmarks Based on Deformable Models.- Efficient 3D Vertex Detection in Range Images Acquired with a Laser Sensor.- Image Processing.- Scale Adaptive Filtering Derived from the Laplace Equation.- One-Sided Stability of Medial Axis Transform.- Poster.- Robust Line Detection in Historical Church Registers.- Similarity Measures for Occlusion, Clutter, and Illumination Invariant Object Recognition.- Affine Point Pattern Matching.- Image Sequence Analysis.- Surface Expansion from Range Data Sequences.- Illumination-invariant Change Detection Using a Statistical Colinearity Criterion.- Memorizing Visual Knowledgefor Assembly Process Monitoring.- Poster.- Wavelet Subspace Method for Real-Time Face Tracking.- Reliable Estimates of the Sea Surface Heat Flux from Image Sequences.- Real-Time Motion Based Vehicle Segmentation in Traffic Lanes.- Detection and Tracking of Moving Objects for Mosaic Image Generation.- Acquiring Robust Representations for Recognition from Image Sequences.- Image Sequence Analysis of Satellite NO2 Concentration Maps.- Root Growth Measurements in Object Coordinates.- Classification.- On Fusion of Multiple Views for Active Object Recognition.- Probabilistic Discriminative Kernel Classifiers for Multi-Class Problems.- Appearance-Based Statistical Object Recognition by Heterogeneous Background and Occlusions.- Combining Independent Component Analysis and Self-Organizing Maps for Cell Image Classification.- Poster.- Nonlinear Shape Statistics via Kernel Spaces.- Normalization in Support Vector Machines.- Solving Multi-Class Pattern Recognition Problems with Tree-Structured Support Vector Machines.- Facial Expression Recognition with Pseudo-3D Hidden Markov Models.- Active Vision.- Towards Online Pose Measurement for Robots.- Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition.- View Planning for Unknown Indoor Scenes Based on a Cost Benefit Analysis.- Cooperative Probabilistic State Estimation for Vision-Based Autonomous Soccer Robots.- Poster.- A New Contour-Based Approach to Object Recognition for Assembly Line Robots.- Where Is the Hole Punch? Object Localization Capabilities on a Specific Bureau Task.- Image Analysis II.- Phenomenology-Based Segmentation of InSAR Data for Building Detection.- Convex Relaxations for Binary Image Partitioning and Perceptual Grouping.- Evaluation of Convex Optimization Techniques for the Weighted Graph-Matching Problem in Computer Vision.- Learning Shape Models from Examples.- 3D-Reconstruction.- Shape from 2D Edge Gradients.- Robust Obstacle Detection from Stereoscopic Image Sequences Using Kalman Filtering.- 3D Model Retrieval with Spherical Harmonics and Moments.- Poster.- Least Squares Orthogonal Distance Fitting of Implicit Curves and Surfaces.- Segmentation of Tubular Structures in 3D Images Using a Combination of the Hough Transform and a Kalman Filter.- Pros and Cons of Euclidean Fitting.- Interaction Virtual with Real Worlds.- Placing Arbitrary Objects in a Real Scene Using a Color Cube for Pose Estimation.- Detecting, Tracking, and Interpretation of a Pointing Gesture by an Overhead View Camera.- Poster.- Recognition of the German Visemes Using Multiple Feature Matching.- Invited Talk.- Medical & Industrial Augmented Reality: Challenges for Real-Time Vision, Computer Graphics and Mobile Computing.