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Pattern Recognition

Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012, Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. Axel Pinz

    1. Electrical Measurement and Measurement Signal Processing, Graz University of Technology, Graz, Austria

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  2. Thomas Pock

    1. Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria

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  3. Horst Bischof

    1. Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria

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  4. Franz Leberl

    1. Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7476)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Conference proceedings info: DAGM/OAGM 2012.

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Table of contents (50 papers)

  1. Front Matter

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  2. Segmentation

    1. As Time Goes by—Anytime Semantic Segmentation with Iterative Context Forests

      • Björn Fröhlich, Erik Rodner, Joachim Denzler
      Pages 1-10

    2. Interactive Labeling of Image Segmentation Hierarchies

      • Georg Zankl, Yll Haxhimusa, Adrian Ion
      Pages 11-20

    3. Hierarchy of Localized Random Forests for Video Annotation

      • Naveen Shankar Nagaraja, Peter Ochs, Kun Liu, Thomas Brox
      Pages 21-30

  3. Low-Level Vision

    1. A TV-L1 Optical Flow Method with Occlusion Detection

      • Coloma Ballester, Lluis Garrido, Vanel Lazcano, Vicent Caselles
      Pages 31-40

    2. Curvature Prior for MRF-Based Segmentation and Shape Inpainting

      • Alexander Shekhovtsov, Pushmeet Kohli, Carsten Rother
      Pages 41-51

    3. Mean Field for Continuous High-Order MRFs

      • Kevin Schelten, Stefan Roth
      Pages 52-61

    4. How Well Do Filter-Based MRFs Model Natural Images?

      • Qi Gao, Stefan Roth
      Pages 62-72

  4. 3D Reconstruction

    1. Anisotropic Range Image Integration

      • Christopher Schroers, Henning Zimmer, Levi Valgaerts, Andrés Bruhn, Oliver Demetz, Joachim Weickert
      Pages 73-82

    2. Modeling of Sparsely Sampled Tubular Surfaces Using Coupled Curves

      • Thorsten Schmidt, Margret Keuper, Taras Pasternak, Klaus Palme, Olaf Ronneberger
      Pages 83-92

    3. Shape (Self-)Similarity and Dissimilarity Rating for Segmentation and Matching

      • Simon Winkelbach, Jens Spehr, Dirk Buchholz, Markus Rilk, Friedrich M. Wahl
      Pages 93-102

    4. Dense 3D Reconstruction with a Hand-Held Camera

      • Benjamin Ummenhofer, Thomas Brox
      Pages 103-112

  5. Recognition

    1. OUR-CVFH – Oriented, Unique and Repeatable Clustered Viewpoint Feature Histogram for Object Recognition and 6DOF Pose Estimation

      • Aitor Aldoma, Federico Tombari, Radu Bogdan Rusu, Markus Vincze
      Pages 113-122

    2. 3D Object Recognition and Pose Estimation for Multiple Objects Using Multi-Prioritized RANSAC and Model Updating

      • Michele Fenzi, Ralf Dragon, Laura Leal-Taixé, Bodo Rosenhahn, Jörn Ostermann
      Pages 123-133

    3. Classification with Global, Local and Shared Features

      • Hakan Bilen, Vinay P. Namboodiri, Luc J. Van Gool
      Pages 134-143

    4. Object Detection in Multi-view X-Ray Images

      • Thorsten Franzel, Uwe Schmidt, Stefan Roth
      Pages 144-154

  6. Applications

    1. Eye Localization Using the Discriminative Generalized Hough Transform

      • Ferdinand Hahmann, Heike Ruppertshofen, Gordon Böer, Ralf Stannarius, Hauke Schramm
      Pages 155-164

    2. Simultaneous Estimation of Material Properties and Pose for Deformable Objects from Depth and Color Images

      • Andreas Rune Fugl, Andreas Jordt, Henrik Gordon Petersen, Morten Willatzen, Reinhard Koch
      Pages 165-174

    3. Surface Quality Inspection of Deformable Parts with Variable B-Spline Surfaces

      • Sebastian von Enzberg, Bernd Michaelis
      Pages 175-184

    4. Automated Image Forgery Detection through Classification of JPEG Ghosts

      • Fabian Zach, Christian Riess, Elli Angelopoulou
      Pages 185-194
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Other volumes

  1. Pattern Recognition

Keywords

About this book

This book constitutes the refereed proceedings of the 34th Symposium of the German Association for Pattern Recognition, DAGM 2012, and the 36th Symposium of the Austrian Association for Pattern Recognition, OAGM 2012, held in Graz, Austria, in August 2012.
The 27 revised full papers and 23 revised poster papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on segmentation, low-level vision, 3D reconstruction, recognition, applications, learning, and features.

Editors and Affiliations

  • Electrical Measurement and Measurement Signal Processing, Graz University of Technology, Graz, Austria

    Axel Pinz

  • Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Austria

    Thomas Pock, Horst Bischof, Franz Leberl

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