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Graph-Based Representations in Pattern Recognition

8th IAPR-TC-15 International Workshop, GbRPR 2011, Münster, Germany, May 18-20, 2011, Proceedings

  • Conference proceedings
  • © 2011

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Editors:
  1. Xiaoyi Jiang

    1. Department of Mathematics and Computer Science, University of Münster, Münster, Germany

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  2. Miquel Ferrer

    1. Institut de Robòtica i Informàtica Industrial, Universitat Politècnica de Catalunya, Barcelona, Spain

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  3. Andrea Torsello

    1. Dipartimento di Scienze Ambientali, Informatica, Statistica, Università Ca’ Foscari di Venezia, Venezia Mestre, Italy

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  • Fast track conference proceedings Unique visibility State of the art research

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6658)

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

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Conference proceedings info: GbRPR 2011.

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About this book

This book constitutes the refereed proceedings of the 8th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2011, held in Münster, Germany, in May 2011.
The 34 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on graph-based representation and characterization, graph matching, classification, and querying, graph-based learning, graph-based segmentation, and applications.

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Table of contents (34 papers)

  1. Front Matter

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  2. Graph Representation and Characterization

    1. A Global Method for Reducing Multidimensional Size Graphs

      • Andrea Cerri, Patrizio Frosini, Walter G. Kropatsch, Claudia Landi
      Pages 1-11

    2. Graph Descriptors from B-Matrix Representation

      • Wojciech Czech
      Pages 12-21

    3. Dimensionality Reduction for Graph of Words Embedding

      • Jaume Gibert, Ernest Valveny, Horst Bunke
      Pages 22-31

    4. Entropy versus Heterogeneity for Graphs

      • Lin Han, Edwin R. Hancock, Richard C. Wilson
      Pages 32-41

    5. Learning Generative Graph Prototypes Using Simplified von Neumann Entropy

      • Lin Han, Edwin R. Hancock, Richard C. Wilson
      Pages 42-51

    6. Information-Geometric Graph Indexing from Bags of Partial Node Coverages

      • Francisco Escolano, Boyan Bonev, Miguel A. Lozano
      Pages 52-61

    7. Maximum Likelihood for Gaussians on Graphs

      • Brijnesh J. Jain, Klaus Obermayer
      Pages 62-71

    8. Towards Performance Evaluation of Graph-Based Representation

      • Salim Jouili, Salvatore Tabbone
      Pages 72-81

  3. Graph Matching, Classification, and Querying

    1. Measuring the Distance of Generalized Maps

      • Camille Combier, Guillaume Damiand, Christine Solnon
      Pages 82-91

    2. Aggregated Search in Graph Databases: Preliminary Results

      • Haytham Elghazel, Mohand-Said Hacid
      Pages 92-101

    3. Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching

      • Stefan Fankhauser, Kaspar Riesen, Horst Bunke
      Pages 102-111

    4. Two New Graph Kernels and Applications to Chemoinformatics

      • Benoit Gaüzère, Luc Brun, Didier Villemin
      Pages 112-121

    5. Generalized Learning Graph Quantization

      • Brijnesh J. Jain, Klaus Obermayer
      Pages 122-131

    6. Parallel Graduated Assignment Algorithm for Multiple Graph Matching Based on a Common Labelling

      • David Rodenas, Francesc Serratosa, Albert Solé-Ribalta
      Pages 132-141

    7. Smooth Simultaneous Structural Graph Matching and Point-Set Registration

      • Gerard Sanromà, René Alquézar, Francesc Serratosa
      Pages 142-151

    8. Automatic Learning of Edit Costs Based on Interactive and Adaptive Graph Recognition

      • Francesc Serratosa, Albert Solé-Ribalta, Xavier Cortés
      Pages 152-163

    9. Exploration of the Labelling Space Given Graph Edit Distance Costs

      • Albert Solé-Ribalta, Francesc Serratosa
      Pages 164-174

    10. Graph Matching Based on Dot Product Representation of Graphs

      • Jin Tang, Bo Jiang, Bin Luo
      Pages 175-184

    11. Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection

      • Markus Weber, Marcus Liwicki, Andreas Dengel
      Pages 185-194
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Other volumes

  1. Graph-Based Representations in Pattern Recognition

Editors and Affiliations

  • Department of Mathematics and Computer Science, University of Münster, Münster, Germany

    Xiaoyi Jiang

  • Institut de Robòtica i Informàtica Industrial, Universitat Politècnica de Catalunya, Barcelona, Spain

    Miquel Ferrer

  • Dipartimento di Scienze Ambientali, Informatica, Statistica, Università Ca’ Foscari di Venezia, Venezia Mestre, Italy

    Andrea Torsello

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