Pattern Recognition 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Goesele, Michael (Επιμελητής έκδοσης), Roth, Stefan (Επιμελητής έκδοσης), Kuijper, Arjan (Επιμελητής έκδοσης), Schiele, Bernt (Επιμελητής έκδοσης), Schindler, Konrad (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 6376
• Θέματα: Computer science.; Algorithms.; Artificial intelligence.; Computer graphics.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.; Artificial Intelligence (incl. Robotics).; Computer Graphics.; Algorithm Analysis and Problem Complexity.; Information Systems Applications (incl. Internet).

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,...

Πίνακας περιεχομένων:

• Geometry and Calibration
• 3D Reconstruction Using an n-Layer Heightmap
• Real-Time Dense Geometry from a Handheld Camera
• From Single Cameras to the Camera Network: An Auto-Calibration Framework for Surveillance
• Active Self-calibration of Multi-camera Systems
• Poster Session I
• Optimization on Shape Curves with Application to Specular Stereo
• Unsupervised Facade Segmentation Using Repetitive Patterns
• Image Segmentation with a Statistical Appearance Model and a Generic Mumford-Shah Inspired Outside Model
• Estimating Force Fields of Living Cells – Comparison of Several Regularization Schemes Combined with Automatic Parameter Choice
• Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes
• Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions
• Model-Based Recognition of Domino Tiles Using TGraphs
• Slicing the View: Occlusion-Aware View-Based Robot Navigation
• A Contour Matching Algorithm to Reconstruct Ruptured Documents
• Local Structure Analysis by Isotropic Hilbert Transforms
• Complex Motion Models for Simple Optical Flow Estimation
• Tracking People in Broadcast Sports
• A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing
• Inpainting in Multi-image Stereo
• Analysis of Length and Orientation of Microtubules in Wide-Field Fluorescence Microscopy
• Learning Non-stationary System Dynamics Online Using Gaussian Processes
• Computational TMA Analysis and Cell Nucleus Classification of Renal Cell Carcinoma
• Recognition
• Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies
• VF-SIFT: Very Fast SIFT Feature Matching
• One-Shot Learning of Object Categories Using Dependent Gaussian Processes
• Learning and Optimization
• Uncertainty Driven Multi-scale Optimization
• The Group-Lasso: ?1,??? Regularization versus ?1,2 Regularization
• Random Fourier Approximations for Skewed Multiplicative Histogram Kernels
• Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
• Applications
• Classification of Swimming Microorganisms Motion Patterns in 4D Digital In-Line Holography Data
• Catheter Tracking: Filter-Based vs. Learning-Based
• Exploiting Redundancy for Aerial Image Fusion Using Convex Optimization
• Poster Session II
• A Convex Approach for Variational Super-Resolution
• Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation
• A Model-Based Approach to the Segmentation of Nasal Cavity and Paranasal Sinus Boundaries
• Wavelet-Based Inpainting for Object Removal from Image Series
• An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM
• N-View Human Silhouette Segmentation in Cluttered, Partially Changing Environments ,
• Nugget-Cut: A Segmentation Scheme for Spherically- and Elliptically-Shaped 3D Objects
• Benchmarking Stereo Data (Not the Matching Algorithms)
• Robust Open-Set Face Recognition for Small-Scale Convenience Applications
• Belief Propagation for Improved Color Assessment in Structured Light
• 3D Object Detection Using a Fast Voxel-Wise Local Spherical Fourier Tensor Transformation
• Matte Super-Resolution for Compositing
• An Improved Histogram of Edge Local Orientations for Sketch-Based Image Retrieval
• A Novel Curvature Estimator for Digital Curves and Images
• Local Regression Based Statistical Model Fitting
• Semi-supervised Learning of Edge Filters for Volumetric Image Segmentation
• Motion
• Geometrically Constrained Level Set Tracking for Automotive Applications
• Interactive Motion Segmentation
• On-Line Multi-view Forests for Tracking
• Low-Level Vision and Features
• Probabilistic Multi-class Scene Flow Segmentation for Traffic Scenes
• A Stochastic Evaluation of the Contour Strength
• Incremental Computation of Feature Hierarchies
• From Box Filtering to Fast Explicit Diffusion
• Surfaces and Materials
• High-Resolution Object Deformation Reconstruction with Active Range Camera
• Selection of an Optimal Polyhedral Surface Model Using the Minimum Description Length Principle
• Learning of Optimal Illumination for Material Classification.