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Pattern Recognition

39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings

  • Volker Roth
  • Thomas Vetter

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10496)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10496)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Biomedical Image Processing and Analysis

    1. Front Matter
      Pages 1-1
    2. Michael Gadermayr, Sean Steven Cooper, Barbara Klinkhammer, Peter Boor, Dorit Merhof
      Pages 3-13
  3. Classification and Detection

    1. Front Matter
      Pages 15-15
    2. Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
      Pages 17-28
    3. Miguel A. Bautista, Patrick Fuchs, Björn Ommer
      Pages 29-40
    4. Yang He, Margret Keuper, Bernt Schiele, Mario Fritz
      Pages 41-51
    5. Sergey Prokudin, Daniel Kappler, Sebastian Nowozin, Peter Gehler
      Pages 52-62
  4. Computational Photography

    1. Front Matter
      Pages 63-63
    2. Mehdi Noroozi, Paramanand Chandramouli, Paolo Favaro
      Pages 65-77
    3. Florian Lang, Tobias Plötz, Stefan Roth
      Pages 78-89
    4. Teresa Klatzer, Daniel Soukup, Erich Kobler, Kerstin Hammernik, Thomas Pock
      Pages 90-100
  5. Image and Video Processing

    1. Front Matter
      Pages 101-101
    2. Evgeny Levinkov, Alexander Kirillov, Bjoern Andres
      Pages 103-114
    3. Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall
      Pages 126-137
    4. Ecaterina Bodnariuc, Stefania Petra, Christoph Schnörr, Jason Voorneveld
      Pages 138-149
  6. Machine Learning and Pattern Recognition

    1. Front Matter
      Pages 151-151
    2. Jing Yu Koh, Wojciech Samek, Klaus-Robert Müller, Alexander Binder
      Pages 153-164
    3. Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink
      Pages 177-188
    4. Christoph Vogel, Thomas Pock
      Pages 189-202
    5. Osama Makansi, Eddy Ilg, Thomas Brox
      Pages 203-214
    6. Alexander Warnecke, Timo Lüddecke, Florentin Wörgötter
      Pages 215-225
    7. Alexander Schultheiss, Christoph Käding, Alexander Freytag, Joachim Denzler
      Pages 226-238
    8. Martin Knoche, Daniel Merget, Gerhard Rigoll
      Pages 239-251
  7. Mathematical Foundations, Statistical Data Analysis and Models

    1. Front Matter
      Pages 253-253
    2. Carsten Haubold, Virginie Uhlmann, Michael Unser, Fred A. Hamprecht
      Pages 255-267
    3. Byung-Woo Hong, Ja-Keoung Koo, Hendrik Dirks, Martin Burger
      Pages 268-280
    4. Erich Kobler, Teresa Klatzer, Kerstin Hammernik, Thomas Pock
      Pages 281-293
    5. Matthias Zisler, Fabrizio Savarino, Stefania Petra, Christoph Schnörr
      Pages 294-305
    6. Nico S. Gorbach, Andrew An Bian, Benjamin Fischer, Stefan Bauer, Joachim M. Buhmann
      Pages 306-318
  8. Motion and Segmentation

    1. Front Matter
      Pages 319-319
    2. Gottfried Munda, Alexander Shekhovtsov, Patrick Knöbelreiter, Thomas Pock
      Pages 321-332
    3. Christian Wilms, Simone Frintrop
      Pages 333-344
  9. Pose, Face and Gesture

    1. Front Matter
      Pages 345-345
    2. Thiemo Alldieck, Marc Kassubeck, Bastian Wandt, Bodo Rosenhahn, Marcus Magnor
      Pages 347-360
    3. Christian S. Pilz, Jarek Krajewski, Vladimir Blazek
      Pages 361-373
  10. Reconstruction and Depth

    1. Front Matter
      Pages 375-375
    2. Fabian Groh, Benjamin Resch, Hendrik P. A. Lensch
      Pages 377-388
    3. Andreas Kuhn, True Price, Jan-Michael Frahm, Helmut Mayer
      Pages 389-400
    4. Nico Marniok, Ole Johannsen, Bastian Goldluecke
      Pages 401-412
  11. Tracking

    1. Front Matter
      Pages 413-413
    2. Tobias Böttger, Patrick Follmann, Michael Fauser
      Pages 415-426
  12. Back Matter
    Pages 427-428

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 39th German Conference on Pattern Recognition, GCPR 2017, held in  Basel, Switzerland, in September 2017.
The 33 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on biomedical image processing and analysis; classification and detection; computational photography;  image and video processing; machine learning and pattern recognition; mathematical foundations, statistical data analysis and models; motion and segmentation; pose, face and gesture; reconstruction and depth;  and tracking.

Keywords

image processing machine learning pattern recognition signal processing biomedical image processing computational photography computer vision document analysis mathematical foundations motion estimation reconstruction statistical data analysis artificial intelligence image segmentation image reconstruction neural networks learning systems image coding SVM

Editors and affiliations

  • Volker Roth
    • 1
  • Thomas Vetter
    • 2
  1. 1.University of BaselBaselSwitzerland
  2. 2.University of BaselBaselSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-66709-6
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-66708-9
  • Online ISBN 978-3-319-66709-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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