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  • Conference proceedings
  • © 2017

Pattern Recognition

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

Editors:

  1. Volker Roth

    1. University of Basel, Basel, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Thomas Vetter

    1. University of Basel, Basel, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

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

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 2017.

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Table of contents (33 papers)

  1. Front Matter

    Pages I-XVI
    PDF

  2. Biomedical Image Processing and Analysis

    1. Front Matter

      Pages 1-1
      PDF

    2. A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney

      • Michael Gadermayr, Sean Steven Cooper, Barbara Klinkhammer, Peter Boor, Dorit Merhof
      Pages 3-13

  3. Classification and Detection

    1. Front Matter

      Pages 15-15
      PDF

    2. Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

      • Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
      Pages 17-28

    3. Learning Where to Drive by Watching Others

      • Miguel A. Bautista, Patrick Fuchs, Björn Ommer
      Pages 29-40

    4. Learning Dilation Factors for Semantic Segmentation of Street Scenes

      • Yang He, Margret Keuper, Bernt Schiele, Mario Fritz
      Pages 41-51

    5. Learning to Filter Object Detections

      • Sergey Prokudin, Daniel Kappler, Sebastian Nowozin, Peter Gehler
      Pages 52-62

  4. Computational Photography

    1. Front Matter

      Pages 63-63
      PDF

    2. Motion Deblurring in the Wild

      • Mehdi Noroozi, Paramanand Chandramouli, Paolo Favaro
      Pages 65-77

    3. Robust Multi-image HDR Reconstruction for the Modulo Camera

      • Florian Lang, Tobias Plötz, Stefan Roth
      Pages 78-89

    4. Trainable Regularization for Multi-frame Superresolution

      • Teresa Klatzer, Daniel Soukup, Erich Kobler, Kerstin Hammernik, Thomas Pock
      Pages 90-100

  5. Image and Video Processing

    1. Front Matter

      Pages 101-101
      PDF

    2. A Comparative Study of Local Search Algorithms for Correlation Clustering

      • Evgeny Levinkov, Alexander Kirillov, Bjoern Andres
      Pages 103-114

    4. Recurrent Residual Learning for Action Recognition

      • Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall
      Pages 126-137

    5. A Local Spatio-Temporal Approach to Plane Wave Ultrasound Particle Image Velocimetry

      • Ecaterina Bodnariuc, Stefania Petra, Christoph Schnörr, Jason Voorneveld
      Pages 138-149

  6. Machine Learning and Pattern Recognition

    1. Front Matter

      Pages 151-151
      PDF

    2. Object Boundary Detection and Classification with Image-Level Labels

      • Jing Yu Koh, Wojciech Samek, Klaus-Robert Müller, Alexander Binder
      Pages 153-164
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Other Volumes

  1. Pattern Recognition

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About this book

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.
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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
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Editors and Affiliations

  • University of Basel, Basel, Switzerland

    Volker Roth, Thomas Vetter

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Bibliographic Information

  • Book Title: Pattern Recognition

  • Book Subtitle: 39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings

  • Editors: Volker Roth, Thomas Vetter

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-66709-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-66708-9Published: 16 August 2017

  • eBook ISBN: 978-3-319-66709-6Published: 06 September 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVI, 428

  • Number of Illustrations: 159 b/w illustrations

  • Topics: Pattern Recognition, Image Processing and Computer Vision, Artificial Intelligence

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Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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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