Pattern Recognition : 35th German Conference, GCPR 2013, Saarbrücken, Germany, September 3-6, 2013, Proceedings / edited by Joachim Weickert, Matthias Hein, Bernt Schiele.

Format:

Book

Contributor:

Weickert, Joachim, 1965- editor.

Hein, Matthias, 1961- editor.

Schiele, Bernt, 1968- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 8142.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 8142

Language:

English

Subjects (All):

Pattern perception.

Optical data processing.

Artificial intelligence.

Computer graphics.

Computer simulation.

Pattern Recognition.

Image Processing and Computer Vision.

Artificial Intelligence.

Computer Graphics.

Simulation and Modeling.

Local Subjects:

Pattern Recognition.

Image Processing and Computer Vision.

Artificial Intelligence.

Computer Graphics.

Simulation and Modeling.

Physical Description:

1 online resource (XVI, 448 pages) : 207 illustrations.

Edition:

First edition 2013.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 35th German Conference on Pattern Recognition, GCPR 2013, held in Saarbrücken, Germany, in September 2013. The 22 revised full papers and 18 revised poster papers were carefully reviewed and selected from 79 submissions. The papers covers topics such as image processing and computer vision, machine learning and pattern recognition, mathematical foundations, statistical data analysis and models, computational photography and confluence of vision and graphics, and applications in natural sciences, engineering, biomedical data analysis, imaging, and industry.

Contents:

Stereo and Structure from Motion

Reconstructing Reflective and Transparent Surfaces from Epipolar Plane Images

Structure from Motion Using Rigidly Coupled Cameras without Overlapping Views

Highly Accurate Depth Estimation for Objects at Large Distances

A Low-Rank Constraint for Parallel Stereo Cameras

Poster Session

Multi-Resolution Range Data Fusion for Multi-View Stereo Reconstruction

3D Object Class Geometry Modeling with Spatial Latent Dirichlet Markov Random Fields

Discriminative Joint Non-negative Matrix Factorization for Human Action Classification

Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework

A Coded 3d Calibration Method for Line-Scan Cameras

Confidence-Based Surface Prior for Energy-Minimization Stereo Matching

A Monte Carlo Strategy to Integrate Detection and Model-Based Face Analysis

Scale-Aware Object Tracking with Convex Shape Constraints on RGB-D Images

Learning How to Combine Internal and External Denoising Methods

A Comparison of Directional Distances for Hand Pose Estimation

Approximate Sorting

Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields

Synthezising Real World Stereo Challenges

Pedestrian Path Prediction with Recursive Bayesian Filters: A Comparative Study

An Improved Model for Estimating the Meteorological Visibility from a Road Surface Luminance Curve

Performance Evaluation of Narrow Band Methods for Variational Stereo Reconstruction

Discriminative Detection and Alignment in Volumetric Data

Distances Based on Non-rigid Alignment for Comparison of Different Object Instances

Young Researchers' Forum

Stixel-Based Target Existence Estimation under Adverse Conditions

Three-Dimensional Data Compression with Anisotropic Diffusion

Automatic Level Set Based Cerebral Vessel Segmentation and Bone Removal in CT Angiography Data Sets

Action Recognition with HOG-OF Features

Image Based 6-DOF Camera Pose Estimation with Weighted RANSAC 3D

Symmetry-Based Detection and Diagnosis of DCIS in Breast MRI

Statistical Methods and Learning

Ordinal Random Forests for Object Detection

Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration

Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes

Efficient Retrieval for Large Scale Metric Learning

Applications

A Hierarchical Voxel Hash for Fast 3D Nearest Neighbor Lookup

Bone Age Assessment Using the Classifying Generalized Hough Transform

Framework for Generation of Synthetic Ground Truth Data for Driver Assistance Applications

Refractive Plane Sweep for Underwater Images

Optical Flow

An Evaluation of Data Costs for Optical Flow

Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients

Pattern Recognition

Spatial Pattern Templates for Recognition of Objects with Regular Structure

K-Smallest Spanning Tree Segmentations

Discriminable Points That Stick Out of Their Environment

Representation Learning for Cloud Classification

Shape Recognition and Scene Understanding

CopyMe3D: Scanning and Printing Persons in 3D

Monocular Pose Capture with a Depth Camera Using a Sums-of-Gaussians Body Model

Robust Realtime Motion-Split-And-Merge for Motion Segmentation

Efficient Multi-cue Scene Segmentation.

Other Format:

Printed edition:

ISBN:

978-3-642-40602-7

9783642406027

Access Restriction:

Restricted for use by site license.