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  • Conference proceedings
  • © 2009

Pattern Recognition

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

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)

Conference series link(s): DAGM: DAGM (German Association for Pattern Recognition) Symposium

Conference proceedings info: DAGM 2009.

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eBook USD 109.00
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  • ISBN: 978-3-642-03798-6
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Softcover Book USD 139.00
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Table of contents (56 papers)

  1. Front Matter

  2. Motion and Tracking

    1. Localised Mixture Models in Region-Based Tracking

      • Christian Schmaltz, Bodo Rosenhahn, Thomas Brox, Joachim Weickert
      Pages 21-30
    2. 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. Single-Frame 3D Human Pose Recovery from Multiple Views

      • Michael Hofmann, Dariu M. Gavrila
      Pages 71-80
    3. Dense Stereo-Based ROI Generation for Pedestrian Detection

      • Christoph Gustav Keller, David Fernández Llorca, Dariu M. Gavrila
      Pages 81-90
    4. Pedestrian Detection by Probabilistic Component Assembly

      • Martin Rapus, Stefan Munder, Gregory Baratoff, Joachim Denzler
      Pages 91-100
    5. 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

Other Volumes

  1. Pattern Recognition

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

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.

Keywords

  • 3d reconstruction
  • 3d video
  • algorithms
  • classification
  • depth camera
  • face reconstruction
  • face tracking
  • image analysis
  • image segmentation
  • motion estimation
  • optical flow
  • pattern recognition
  • scene classification
  • stereo vision
  • tof camera

Editors and Affiliations

  • Digitale Bildverarbeitung, Universität Jena, Jena, Germany

    Joachim Denzler, Herbert Süße

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

    Gunther Notni

Bibliographic Information

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-642-03798-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 139.00
Price excludes VAT (USA)