Skip to main content
  • Conference proceedings
  • © 2016

Pattern Recognition

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

Editors:

(view affiliations)

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.

Buying options

eBook
USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-45886-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 84.99
Price excludes VAT (USA)

This is a preview of subscription content, access via your institution.

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

Other Volumes

  1. Pattern Recognition

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

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.

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

  • University of Hannover, Hannover, Germany

    Bodo Rosenhahn

  • Max Planck Institute for Informatics, Saarbrücken, Germany

    Bjoern Andres

Bibliographic Information

Buying options

eBook
USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-45886-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 84.99
Price excludes VAT (USA)