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Pattern Recognition

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

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Bodo Rosenhahn

    1. University of Hannover, Hannover, Germany

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    You can also search for this editor in PubMed   Google Scholar

  2. Bjoern Andres

    1. Max Planck Institute for Informatics, Saarbrücken, Germany

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    You can also search for this editor in PubMed   Google Scholar

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)

Included in the following conference series:

Conference proceedings info: GCPR 2016.

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Table of contents (36 papers)

  1. Front Matter

    Pages I-XIV
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  2. Image Processing

    1. Front Matter

      Pages 1-1
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    2. Precise and Robust Line Detection for Highly Distorted and Noisy Images

      • Dominik Wolters, Reinhard Koch
      Pages 3-13

    3. Pixel-Level Encoding and Depth Layering for Instance-Level Semantic Labeling

      • Jonas Uhrig, Marius Cordts, Uwe Franke, Thomas Brox
      Pages 14-25

    4. Artistic Style Transfer for Videos

      • Manuel Ruder, Alexey Dosovitskiy, Thomas Brox
      Pages 26-36

    5. 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
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    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
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    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
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    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
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    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. Depth Map Based Facade Abstraction from Noisy Multi-View Stereo Point Clouds

      • Andreas Ley, Olaf Hellwich
      Pages 155-165

    5. Stereo Visual Odometry Without Temporal Filtering

      • Joerg Deigmoeller, Julian Eggert
      Pages 166-175
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Keywords

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

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