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© 2019

Pattern Recognition

41st DAGM German Conference, DAGM GCPR 2019, Dortmund, Germany, September 10–13, 2019, Proceedings

  • Gernot A. Fink
  • Simone Frintrop
  • Xiaoyi Jiang
Conference proceedings DAGM GCPR 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11824)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11824)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Oral Session I: Image Processing and Analysis

    1. Front Matter
      Pages 1-1
    2. Patrick Knöbelreiter, Thomas Pock
      Pages 3-17
    3. Andreas Kuhn, Shan Lin, Oliver Erdler
      Pages 18-32
    4. Petra Bevandić, Ivan Krešo, Marin Oršić, Siniša Šegvić
      Pages 33-47
    5. Cathrin Elich, Francis Engelmann, Theodora Kontogianni, Bastian Leibe
      Pages 48-61
    6. Dimitri Korsch, Paul Bodesheim, Joachim Denzler
      Pages 62-75
  3. Oral Session II: Imaging Techniques, Image Analysis

    1. Front Matter
      Pages 77-77
    2. Mengkun She, Yifan Song, Jochen Mohrmann, Kevin Köser
      Pages 79-92
    3. Tak Ming Wong, Matthias Kahl, Peter Haring-Bolívar, Andreas Kolb, Michael Möller
      Pages 93-106
    4. Pau Panareda Busto, Juergen Gall
      Pages 107-121
    5. Denys Rozumnyi, Jan Kotera, Filip Šroubek, Jiří Matas
      Pages 122-135
  4. Oral Session III: Learning

    1. Front Matter
      Pages 137-137
    2. Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer
      Pages 139-155
    3. Thomas Pinetz, Daniel Soukup, Thomas Pock
      Pages 156-170
    4. Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth
      Pages 171-185
  5. Oral Session IV: Image Analysis, Applications

    1. Front Matter
      Pages 187-187
    2. Josip Šarić, Marin Oršić, Tonći Antunović, Sacha Vražić, Siniša Šegvić
      Pages 189-202
    3. Christian Requena-Mesa, Markus Reichstein, Miguel Mahecha, Basil Kraft, Joachim Denzler
      Pages 203-217

About these proceedings

Introduction

This book constitutes the proceedings of the 41st DAGM German Conference on Pattern Recognition, DAGM GCPR 2019, held in Dortmund, Germany, in September 2019.

The 43 revised full papers presented were carefully reviewed and selected from 91 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. 

Keywords

computer vision image/video processing machine learning deep learning pattern recognition data mining statistical data analysis and models computational photography biomedical image analysis artificial intelligence semantics neural networks classification estimation image segmentation image reconstruction

Editors and affiliations

  1. 1.TU Dortmund UniversityDortmundGermany
  2. 2.University of HamburgHamburgGermany
  3. 3.University of MünsterMünsterGermany

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