Pattern Recognition

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

  • Bodo Rosenhahn
  • Bjoern Andres
Conference proceedings GCPR 2016

DOI: 10.1007/978-3-319-45886-1

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

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 these proceedings

Introduction

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.

Keywords

biometrics image processing machine learning pattern recognition signal processing biodiversity biomedical image processing computational photography computer graphics computer vision confluence of vision and graphic document analysis manifold learning mathematical foundations motion estimation pose estimation reconstruction speech processing statistical data analysis

Editors and affiliations

  • Bodo Rosenhahn
    • 1
  • Bjoern Andres
    • 2
  1. 1.University of HannoverHannoverGermany
  2. 2.Max Planck Institute for InformaticsSaarbrückenGermany

Bibliographic information

  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-45885-4
  • Online ISBN 978-3-319-45886-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349