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Outdoor and Large-Scale Real-World Scene Analysis

15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26 - July 1, 2011. Revised Selected Papers

  • Conference proceedings
  • © 2012

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Editors:
  1. Frank Dellaert

    1. College of Computing Building, Georgia Institute of Technology, Atlanta, USA

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  2. Jan-Michael Frahm

    1. Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, USA

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  3. Marc Pollefeys

    1. CVG - Institute of Visual Computing, Department of Computer Science, ETH Zurich, Zurich, Switzerland

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  4. Laura Leal-Taixé

    1. Institute for Information Processing (TNT), Leibniz Universität, Hannover, Germany

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  5. Bodo Rosenhahn

    1. Institute for Information Processing (TNT), Leibniz Universität, Hannover, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7474)

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

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About this book

This book constitutes the thoroughly refereed post-proceedings of the 15th International Workshop on Theoretic Foundations of Computer Vision, held as a Dagstuhl Seminar in Dagstuhl Castle, Germany, in June/July 2011. The 19 revised full papers presented were carefully reviewed and selected after a blind peer-review process. The topic of this Workshop was Outdoor and Large-Scale Real-World Scene Analysis, which covers all aspects, applications and open problems regarding the performance or design of computer vision algorithms capable of working in outdoor setups and/or large-scale environments. Developing these methods is important for driver assistance, city modeling and reconstruction, virtual tourism, telepresence, and motion capture.

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Table of contents (19 papers)

  1. Front Matter

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  2. Exploiting Pedestrian Interaction via Global Optimization and Social Behaviors

    • Laura Leal-Taixé, Gerard Pons-Moll, Bodo Rosenhahn
    Pages 1-26

  3. An Evaluation Framework for Stereo-Based Driver Assistance

    • Nicolai Schneider, Stefan Gehrig, David Pfeiffer, Konstantinos Banitsas
    Pages 27-51

  4. Real-World Stereo-Analysis Evaluation

    • Sandino Morales, Simon Hermann, Reinhard Klette
    Pages 52-77

  5. Pyramid Transform and Scale-Space Analysis in Image Analysis

    • Yoshihiko Mochizuki, Atsushi Imiya
    Pages 78-109

  6. Towards Feature-Based Situation Assessment for Airport Apron Video Surveillance

    • Ralf Dragon, Michele Fenzi, Wolf Siberski, Bodo Rosenhahn, Jörn Ostermann
    Pages 110-130

  7. Generalized Subgraph Preconditioners for Large-Scale Bundle Adjustment

    • Yong-Dian Jian, Doru C. Balcan, Frank Dellaert
    Pages 131-150

  8. Achievements and Challenges in Recognizing and Reconstructing Civil Infrastructure

    • Ioannis Brilakis, Fei Dai, Stefania-Christina Radopoulou
    Pages 151-176

  9. Equi-affine Invariant Geometries of Articulated Objects

    • Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir Sochen
    Pages 177-190

  10. Towards Fast Image-Based Localization on a City-Scale

    • Torsten Sattler, Bastian Leibe, Leif Kobbelt
    Pages 191-211

  11. Perspective and Non-perspective Camera Models in Underwater Imaging – Overview and Error Analysis

    • Anne Sedlazeck, Reinhard Koch
    Pages 212-242

  12. An Introduction to Random Forests for Multi-class Object Detection

    • Juergen Gall, Nima Razavi, Luc Van Gool
    Pages 243-263

  13. Segmentation and Classification of Objects with Implicit Scene Context

    • Jan D. Wegner, Bodo Rosenhahn, Uwe Sörgel
    Pages 264-284

  14. Dense 3D Reconstruction from Wide Baseline Image Sets

    • Helmut Mayer, Jan Bartelsen, Heiko Hirschmüller, Andreas Kuhn
    Pages 285-304

  15. Data-Driven Manifolds for Outdoor Motion Capture

    • Gerard Pons-Moll, Laura Leal-Taixé, Juergen Gall, Bodo Rosenhahn
    Pages 305-328

  16. On Performance Analysis of Optical Flow Algorithms

    • Daniel Kondermann, Steffen Abraham, Gabriel Brostow, Wolfgang Förstner, Stefan Gehrig, Atsushi Imiya et al.
    Pages 329-355

  17. Camera-Based Fall Detection on Real World Data

    • Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Eddy Dejaeger, Koen Milisen et al.
    Pages 356-375

  18. Semantic Structure from Motion: A Novel Framework for Joint Object Recognition and 3D Reconstruction

    • Sid Yingze Bao, Silvio Savarese
    Pages 376-397

  19. Hierarchical Surface Reconstruction from Multi-resolution Point Samples

    • Ronny Klowsky, Patrick Mücke, Michael Goesele
    Pages 398-418

  20. Traffic Observation and Situation Assessment

    • Ralf Reulke, Dominik Rueß, Kristian Manthey, Andreas Luber
    Pages 419-441
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Editors and Affiliations

  • College of Computing Building, Georgia Institute of Technology, Atlanta, USA

    Frank Dellaert

  • Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, USA

    Jan-Michael Frahm

  • CVG - Institute of Visual Computing, Department of Computer Science, ETH Zurich, Zurich, Switzerland

    Marc Pollefeys

  • Institute for Information Processing (TNT), Leibniz Universität, Hannover, Germany

    Laura Leal-Taixé, Bodo Rosenhahn

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