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Pattern Recognition

31st DAGM Symposium, Jena, Germany, September 9-11, 2009, Proceedings

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. Joachim Denzler

    1. Digitale Bildverarbeitung, Universität Jena, Jena, Germany

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  2. Gunther Notni

    1. Fraunhofer-Institut für Angewandte Optik und Feinmechanik, Jena, Germany

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  3. Herbert Süße

    1. Digitale Bildverarbeitung, Universität Jena, Jena, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5748)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: DAGM 2009.

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Table of contents (56 papers)

  1. Front Matter

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  2. Motion and Tracking

    1. A 3-Component Inverse Depth Parameterization for Particle Filter SLAM

      • Evren İmre, Marie-Odile Berger
      Pages 1-10

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

      • Florian Raudies, Heiko Neumann
      Pages 11-20

    3. Localised Mixture Models in Region-Based Tracking

      • Christian Schmaltz, Bodo Rosenhahn, Thomas Brox, Joachim Weickert
      Pages 21-30

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

      • Frank R. Schmidt, Daniel Cremers
      Pages 31-40

    5. Markerless 3D Face Tracking

      • Christian Walder, Martin Breidt, Heinrich Bülthoff, Bernhard Schölkopf, Cristóbal Curio
      Pages 41-50

  3. Pedestrian Recognition and Automotive Applications

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

      • Hernán Badino, Uwe Franke, David Pfeiffer
      Pages 51-60

    2. Global Localization of Vehicles Using Local Pole Patterns

      • Claus Brenner
      Pages 61-70

    3. Single-Frame 3D Human Pose Recovery from Multiple Views

      • Michael Hofmann, Dariu M. Gavrila
      Pages 71-80

    4. Dense Stereo-Based ROI Generation for Pedestrian Detection

      • Christoph Gustav Keller, David Fernández Llorca, Dariu M. Gavrila
      Pages 81-90

    5. Pedestrian Detection by Probabilistic Component Assembly

      • Martin Rapus, Stefan Munder, Gregory Baratoff, Joachim Denzler
      Pages 91-100

    6. High-Level Fusion of Depth and Intensity for Pedestrian Classification

      • Marcus Rohrbach, Markus Enzweiler, Dariu M. Gavrila
      Pages 101-110

  4. Features

    1. Fast and Accurate 3D Edge Detection for Surface Reconstruction

      • Christian Bähnisch, Peer Stelldinger, Ullrich Köthe
      Pages 111-120

    2. Boosting Shift-Invariant Features

      • Thomas Hörnlein, Bernd Jähne
      Pages 121-130

    3. Harmonic Filters for Generic Feature Detection in 3D

      • Marco Reisert, Hans Burkhardt
      Pages 131-140

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

      • Henrik Skibbe, Marco Reisert, Olaf Ronneberger, Hans Burkhardt
      Pages 141-150

    5. Training for Task Specific Keypoint Detection

      • Christoph Strecha, Albrecht Lindner, Karim Ali, Pascal Fua
      Pages 151-160

    6. Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning

      • Michael Trummer, Christoph Munkelt, Joachim Denzler
      Pages 161-170

  5. Single-View and 3D Reconstruction

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

      • Martin R. Oswald, Eno Töppe, Kalin Kolev, Daniel Cremers
      Pages 171-180

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

      • Krishnamurthy Ramnath, Ambasamudram N. Rajagopalan
      Pages 181-190
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  1. Pattern Recognition

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About this book

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.

Editors and Affiliations

  • Digitale Bildverarbeitung, Universität Jena, Jena, Germany

    Joachim Denzler, Herbert Süße

  • Fraunhofer-Institut für Angewandte Optik und Feinmechanik, Jena, Germany

    Gunther Notni

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