Pattern Recognition : 31st DAGM Symposium, Jena, Germany, September 9-11, 2009, Proceedings / edited by Joachim Denzler, Gunther Notni, Herbert Süße.

Format:

Book

Contributor:

Denzler, Joachim, editor.

Notni, Gunther, editor.

Süsse, Herbert, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 5748.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 5748

Language:

English

Subjects (All):

Pattern perception.

Optical data processing.

Computer graphics.

User interfaces (Computer systems).

Artificial intelligence.

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Image Processing and Computer Vision.

Computer Graphics.

User Interfaces and Human Computer Interaction.

Artificial Intelligence.

Local Subjects:

Pattern Recognition.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Image Processing and Computer Vision.

Computer Graphics.

User Interfaces and Human Computer Interaction.

Artificial Intelligence.

Physical Description:

1 online resource (XV, 564 pages).

Edition:

First edition 2009.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 31st Symposium of the German Association for Pattern Recognition, DAGM 2009, held in Jena, Germany, in September 2009. The 56 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on motion and tracking; pedestrian recognition and automotive applications; features; single-view and 3D reconstruction; learning and classification; pattern recognition and estimation; stereo and multi-view reconstruction; image analysis and applications; and segmentation.

Contents:

Motion and Tracking

A 3-Component Inverse Depth Parameterization for Particle Filter SLAM

An Efficient Linear Method for the Estimation of Ego-Motion from Optical Flow

Localised Mixture Models in Region-Based Tracking

A Closed-Form Solution for Image Sequence Segmentation with Dynamical Shape Priors

Markerless 3D Face Tracking

Pedestrian Recognition and Automotive Applications

The Stixel World - A Compact Medium Level Representation of the 3D-World

Global Localization of Vehicles Using Local Pole Patterns

Single-Frame 3D Human Pose Recovery from Multiple Views

Dense Stereo-Based ROI Generation for Pedestrian Detection

Pedestrian Detection by Probabilistic Component Assembly

High-Level Fusion of Depth and Intensity for Pedestrian Classification

Features

Fast and Accurate 3D Edge Detection for Surface Reconstruction

Boosting Shift-Invariant Features

Harmonic Filters for Generic Feature Detection in 3D

Increasing the Dimension of Creativity in Rotation Invariant Feature Design Using 3D Tensorial Harmonics

Training for Task Specific Keypoint Detection

Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning

Single-View and 3D Reconstruction

Non-parametric Single View Reconstruction of Curved Objects Using Convex Optimization

Discontinuity-Adaptive Shape from Focus Using a Non-convex Prior

Making Shape from Shading Work for Real-World Images

Learning and Classification

Deformation-Aware Log-Linear Models

Multi-view Object Detection Based on Spatial Consistency in a Low Dimensional Space

Active Structured Learning for High-Speed Object Detection

Face Reconstruction from Skull Shapes and Physical Attributes

Sparse Bayesian Regression for Grouped Variables in Generalized Linear Models

Learning with Few Examples by Transferring Feature Relevance

Pattern Recognition and Estimation

Simultaneous Estimation of Pose and Motion at Highly Dynamic Turn Maneuvers

Making Archetypal Analysis Practical

Fast Multiscale Operator Development for Hexagonal Images

Optimal Parameter Estimation with Homogeneous Entities and Arbitrary Constraints

Detecting Hubs in Music Audio Based on Network Analysis

A Gradient Descent Approximation for Graph Cuts

Stereo and Multi-view Reconstruction

A Stereo Depth Recovery Method Using Layered Representation of the Scene

Reconstruction of Sewer Shaft Profiles from Fisheye-Lens Camera Images

A Superresolution Framework for High-Accuracy Multiview Reconstruction

View Planning for 3D Reconstruction Using Time-of-Flight Camera Data

Real Aperture Axial Stereo: Solving for Correspondences in Blur

Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling

Image-Based Lunar Surface Reconstruction

Image Analysis and Applications

Use of Coloured Tracers in Gas Flow Experiments for a Lagrangian Flow Analysis with Increased Tracer Density

Reading from Scratch - A Vision-System for Reading Data on Micro-structured Surfaces

Diffusion MRI Tractography of Crossing Fibers by Cone-Beam ODF Regularization

Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform

Video Super Resolution Using Duality Based TV-L 1 Optical Flow

HMM-Based Defect Localization in Wire Ropes - A New Approach to Unusual Subsequence Recognition

Beating the Quality of JPEG 2000 with Anisotropic Diffusion

Decoding Color Structured Light Patterns with a Region Adjacency Graph

Residual Images Remove Illumination Artifacts!

Superresolution and Denoising of 3D Fluid Flow Estimates

Spatial Statistics for Tumor Cell Counting and Classification

Segmentation

Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times

Applying Recursive EM to Scene Segmentation

Adaptive Foreground/Background Segmentation Using Multiview Silhouette Fusion

Evaluation of Structure Recognition Using Labelled Facade Images

Using Lateral Coupled Snakes for Modeling the Contours of Worms

Globally Optimal Finsler Active Contours.

Other Format:

Printed edition:

ISBN:

978-3-642-03798-6

9783642037986

Access Restriction:

Restricted for use by site license.