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  • Conference proceedings
  • © 2012

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

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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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Table of contents (19 papers)

  1. Front Matter

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

    • Juergen Gall, Nima Razavi, Luc Van Gool
    Pages 243-263
  12. Segmentation and Classification of Objects with Implicit Scene Context

    • Jan D. Wegner, Bodo Rosenhahn, Uwe Sörgel
    Pages 264-284
  13. Dense 3D Reconstruction from Wide Baseline Image Sets

    • Helmut Mayer, Jan Bartelsen, Heiko Hirschmüller, Andreas Kuhn
    Pages 285-304
  14. Data-Driven Manifolds for Outdoor Motion Capture

    • Gerard Pons-Moll, Laura Leal-Taixé, Juergen Gall, Bodo Rosenhahn
    Pages 305-328
  15. On Performance Analysis of Optical Flow Algorithms

    • Daniel Kondermann, Steffen Abraham, Gabriel Brostow, Wolfgang Förstner, Stefan Gehrig, Atsushi Imiya et al.
    Pages 329-355
  16. 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
  17. Hierarchical Surface Reconstruction from Multi-resolution Point Samples

    • Ronny Klowsky, Patrick Mücke, Michael Goesele
    Pages 398-418
  18. Traffic Observation and Situation Assessment

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

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.

Keywords

  • algorithms
  • city-scale localization
  • image analysis
  • object recognition
  • performance analysis

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

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions