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  • Conference proceedings
  • © 2016

Pattern Recognition

38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9796)

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 2016.

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Table of contents (36 papers)

  1. Front Matter

    Pages I-XIV
  2. Image Processing

    1. Front Matter

      Pages 1-1
    2. Pixel-Level Encoding and Depth Layering for Instance-Level Semantic Labeling

      • Jonas Uhrig, Marius Cordts, Uwe Franke, Thomas Brox
      Pages 14-25
    3. Artistic Style Transfer for Videos

      • Manuel Ruder, Alexey Dosovitskiy, Thomas Brox
      Pages 26-36
    4. Semantically Guided Depth Upsampling

      • Nick Schneider, Lukas Schneider, Peter Pinggera, Uwe Franke, Marc Pollefeys, Christoph Stiller
      Pages 37-48
  3. Learning I

    1. Front Matter

      Pages 49-49
    2. Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates

      • Alexander Freytag, Erik Rodner, Marcel Simon, Alexander Loos, Hjalmar S. Kühl, Joachim Denzler
      Pages 51-63
    3. Convolutional Scale Invariance for Semantic Segmentation

      • Ivan Krešo, Denis Čaušević, Josip Krapac, Siniša Šegvić
      Pages 64-75
  4. Optimization

    1. Front Matter

      Pages 77-77
    2. Convexification of Learning from Constraints

      • Iaroslav Shcherbatyi, Bjoern Andres
      Pages 79-90
    3. FSI Schemes: Fast Semi-Iterative Solvers for PDEs and Optimisation Methods

      • David Hafner, Peter Ochs, Joachim Weickert, Martin Reißel, Sven Grewenig
      Pages 91-102
  5. Segmentation

    1. Front Matter

      Pages 103-103
    2. Automated Segmentation of Immunostained Cell Nuclei in 3D Ultramicroscopy Images

      • Aaron Scherzinger, Florian Kleene, Cathrin Dierkes, Friedemann Kiefer, Klaus H. Hinrichs, Xiaoyi Jiang
      Pages 105-116
    3. Robust Interactive Multi-label Segmentation with an Advanced Edge Detector

      • Sabine Müller, Peter Ochs, Joachim Weickert, Norbert Graf
      Pages 117-128
  6. Applications

    1. Front Matter

      Pages 129-129
    2. Contiguous Patch Segmentation in Pointclouds

      • William Nguatem, Helmut Mayer
      Pages 131-142
    3. Randomly Sparsified Synthesis for Model-Based Deformation Analysis

      • Stefan Reinhold, Andreas Jordt, Reinhard Koch
      Pages 143-154
    4. Stereo Visual Odometry Without Temporal Filtering

      • Joerg Deigmoeller, Julian Eggert
      Pages 166-175

About this book

This book constitutes the refereed proceedings of the 38th German Conference on Pattern Recognition, GCPR 2016, held in Hannover, Germany, in September 2016.

The 36 revised full papers presented were carefully reviewed and selected from 85 submissions. The papers are organized in topical sections on image processing, learning, optimization, segmentation, applications, image analysis, motion and tracking.

Editors and Affiliations

  • University of Hannover, Hannover, Germany

    Bodo Rosenhahn

  • Max Planck Institute for Informatics, Saarbrücken, Germany

    Bjoern Andres

Bibliographic Information

Buy it now

Buying options

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