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  • Conference proceedings
  • © 2019

Pattern Recognition

40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings

Editors:

  1. Thomas Brox

    1. University of Freiburg, Freiburg im Breisgau, Germany

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  2. Andrés Bruhn

    1. University of Stuttgart, Stuttgart, Germany

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  3. Mario Fritz

    1. CISPA Helmholtz Center for Information Security, Saarbrücken, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11269)

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

Conference series link(s): DAGM GCPR: DAGM German Conference on Pattern Recognition

Conference proceedings info: GCPR 2018.

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Table of contents (48 papers)

  1. Front Matter

    Pages I-XV
    PDF

  2. Poster Session 1

    1. Front Matter

      Pages 1-1
      PDF

    3. Associative Deep Clustering: Training a Classification Network with No Labels

      • Philip Haeusser, Johannes Plapp, Vladimir Golkov, Elie Aljalbout, Daniel Cremers
      Pages 18-32

    4. A Table Tennis Robot System Using an Industrial KUKA Robot Arm

      • Jonas Tebbe, Yapeng Gao, Marc Sastre-Rienietz, Andreas Zell
      Pages 33-45

    5. View-Aware Person Re-identification

      • Gregor Blott, Jie Yu, Christian Heipke
      Pages 46-59

    6. MC2SLAM: Real-Time Inertial Lidar Odometry Using Two-Scan Motion Compensation

      • Frank Neuhaus, Tilman Koß, Robert Kohnen, Dietrich Paulus
      Pages 60-72

    7. An Analysis by Synthesis Approach for Automatic Vertebral Shape Identification in Clinical QCT

      • Stefan Reinhold, Timo Damm, Lukas Huber, Reimer Andresen, Reinhard Barkmann, Claus-C. Glüer et al.
      Pages 73-88

    8. Parcel Tracking by Detection in Large Camera Networks

      • Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch
      Pages 89-104

    9. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss

      • Oldřich Kodym, Michal Španěl, Adam Herout
      Pages 105-114

    10. Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks

      • Nikolay Rudakov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario
      Pages 115-126

    11. Compressed-Domain Video Object Tracking Using Markov Random Fields with Graph Cuts Optimization

      • Fernando Bombardelli, Serhan Gül, Cornelius Hellge
      Pages 127-139

    12. Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration

      • Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas Maier
      Pages 140-152

    13. Multi-view X-Ray R-CNN

      • Jan-Martin O. Steitz, Faraz Saeedan, Stefan Roth
      Pages 153-168

    14. Ex Paucis Plura: Learning Affordance Segmentation from Very Few Examples

      • Johann Sawatzky, Martin Garbade, Juergen Gall
      Pages 169-184

  3. Oral Session 1: Learning I

    1. Front Matter

      Pages 185-185
      PDF

    2. Domain Generalization with Domain-Specific Aggregation Modules

      • Antonio D’Innocente, Barbara Caputo
      Pages 187-198

    3. X-GAN: Improving Generative Adversarial Networks with ConveX Combinations

      • Oliver Blum, Biagio Brattoli, Björn Ommer
      Pages 199-214

    4. A Randomized Gradient-Free Attack on ReLU Networks

      • Francesco Croce, Matthias Hein
      Pages 215-227

    5. Cross and Learn: Cross-Modal Self-supervision

      • Nawid Sayed, Biagio Brattoli, Björn Ommer
      Pages 228-243
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Other Volumes

  1. Pattern Recognition

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About this book

This book constitutes the refereed proceedings of the 40th German Conference on Pattern Recognition, GCPR 2018, held in Stuttgart, Germany, in October 2018.

The 48 revised full papers presented were carefully reviewed and selected from 118 submissions. The German Conference on Pattern Recognition is the annual symposium of the German Association for Pattern Recognition (DAGM). It is the national venue for recent advances in image processing, pattern recognition, and computer vision and it follows the long tradition of the DAGM conference series, which has been renamed to GCPR in 2013 to reflect its increasing internationalization. In 2018 in Stuttgart, the conference series celebrated its 40th anniversary.

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Keywords

  • artificial intelligence
  • classification
  • computer vision
  • estimation
  • image analysis
  • image coding
  • image processing
  • image quality
  • image reconstruction
  • image segmentation
  • imaging systems
  • motion estimation
  • neural networks
  • object recognition
  • pattern recognition
  • semantics
  • signal processing
  • Support Vector Machines (SVM)
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Editors and Affiliations

  • University of Freiburg, Freiburg im Breisgau, Germany

    Thomas Brox

  • University of Stuttgart, Stuttgart, Germany

    Andrés Bruhn

  • CISPA Helmholtz Center for Information Security, Saarbrücken, Germany

    Mario Fritz

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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