Pattern Recognition

37th German Conference, GCPR 2015, Aachen, Germany, October 7-10, 2015, Proceedings

  • Juergen Gall
  • Peter Gehler
  • Bastian Leibe
Conference proceedings

DOI: 10.1007/978-3-319-24947-6

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9358)

Table of contents (46 papers)

  1. Front Matter
    Pages I-XVIII
  2. Motion and Reconstruction

    1. Front Matter
      Pages 1-1
    2. Road Condition Estimation Based on Spatio-Temporal Reflection Models
      Manuel Amthor, Bernd Hartmann, Joachim Denzler
      Pages 3-15
    3. Discrete Optimization for Optical Flow
      Moritz Menze, Christian Heipke, Andreas Geiger
      Pages 16-28
    4. Multi-Camera Structure from Motion with Eye-to-Eye Calibration
      Sandro Esquivel, Reinhard Koch
      Pages 29-40
    5. Estimating Vehicle Ego-Motion and Piecewise Planar Scene Structure from Optical Flow in a Continuous Framework
      Andreas Neufeld, Johannes Berger, Florian Becker, Frank Lenzen, Christoph Schnörr
      Pages 41-52
    6. Efficient Two-View Geometry Classification
      Johannes L. Schönberger, Alexander C. Berg, Jan-Michael Frahm
      Pages 53-64
  3. Mathematical Foundations and Image Processing

    1. Front Matter
      Pages 65-65
    2. A Convex Relaxation Approach to the Affine Subspace Clustering Problem
      Francesco Silvestri, Gerhard Reinelt, Christoph Schnörr
      Pages 67-78
    3. Introducing Maximal Anisotropy into Second Order Coupling Models
      David Hafner, Christopher Schroers, Joachim Weickert
      Pages 79-90
    4. Binarization Driven Blind Deconvolution for Document Image Restoration
      Thomas Köhler, Andreas Maier, Vincent Christlein
      Pages 91-102
  4. Biomedical Image Analysis and Applications

    1. Front Matter
      Pages 103-103
    2. Copula Archetypal Analysis
      Dinu Kaufmann, Sebastian Keller, Volker Roth
      Pages 117-128
    3. Interactive Image Retrieval for Biodiversity Research
      Alexander Freytag, Alena Schadt, Joachim Denzler
      Pages 129-141
    4. Temporal Acoustic Words for Online Acoustic Event Detection
      Rene Grzeszick, Axel Plinge, Gernot A. Fink
      Pages 142-153
  5. Human Pose Analysis

    1. Front Matter
      Pages 155-155
    2. Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels
      Lucas Beyer, Alexander Hermans, Bastian Leibe
      Pages 157-168
    3. A Physics-Based Statistical Model for Human Gait Analysis
      Petrissa Zell, Bodo Rosenhahn
      Pages 169-180
  6. Recognition and Scene Understanding

    1. Front Matter
      Pages 181-181

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 37th German Conference on Pattern Recognition, GCPR 2015, held in Aachen, Germany, in October 2015. The 45 revised full papers and one Young Researchers Forum presented were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on motion and reconstruction; mathematical foundations and image processing; biomedical image analysis and applications; human pose analysis; recognition and scene understanding.

 

Keywords

Biomedical Image Processing Computational Photography Computer Vision Document Analysis Machine Learning Biodiversity Computer Graphics Document Image Analysis Image Processing Manifold Learning Motion Estimation Multidimensional Scaling Pattern Recognition Pose Estimation Reconstruction Scene Understanding Signal Processing Statistical Data Analysis Video Processing Word Spotting

Editors and affiliations

  • Juergen Gall
    • 1
  • Peter Gehler
    • 2
  • Bastian Leibe
    • 3
  1. 1.Institute of Computer Science IIIUniversity of BonnGermany
  2. 2.MPI for Intelligent SystemsUniversity of TübingenTübingenGermany
  3. 3.Computer VisionVisual Computing InstituteAachenGermany

Bibliographic information

  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-24946-9
  • Online ISBN 978-3-319-24947-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349