Graph-Based Representations in Pattern Recognition : 8th IAPR-TC-15 International Workshop, GbRPR 2011, M¼nster, Germany, May 18-20, 2011, Proceedings - Xiaoyi Jiang

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Graph-Based Representations in Pattern Recognition

8th IAPR-TC-15 International Workshop, GbRPR 2011, M¼nster, Germany, May 18-20, 2011, Proceedings

By: Xiaoyi Jiang (Editor), Miquel Ferrer (Editor), Andrea Torsello (Editor)

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Paperback | 10 May 2011

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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 M¼nster, 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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Graph Representation and Characterization
A Global Method for Reducing Multidimensional Size Graphs	p. 1
Graph Descriptors from B-Matrix Representation	p. 12
Dimensionality Reduction for Graph of Words Embedding	p. 22
Entropy versus Heterogeneity for Graphs	p. 32
Learning Generative Graph Prototypes Using Simplified von Neumann Entropy	p. 42
Information-Geometric Graph Indexing from Bags of Partial Node Coverages	p. 52
Maximum Likelihood for Gaussians on Graphs	p. 62
Towards Performance Evaluation of Graph-Based Representation	p. 72
Graph Matching, Classification, and Querying
Measuring the Distance of Generalized Maps	p. 82
Aggregated Search in Graph Databases: Preliminary Results	p. 92
Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching	p. 102
Two New Graph Kernels and Applications to Chemoinformatics	p. 112
Generalized Learning Graph Quantization	p. 122
Parallel Graduated Assignment Algorithm for Multiple Graph Matching Based on a Common Labelling	p. 132
Smooth Simultaneous Structural Graph Matching and Point-Set Registration	p. 142
Automatic Learning of Edit Costs Based on Interactive and Adaptive Graph Recognition	p. 152
Exploration of the Labelling Space Given Graph Edit Distance Costs	p. 164
Graph Matching Based on Dot Product Representation of Graphs	p. 175
Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection	p. 185
Graph-Based Learning
Graph Transduction as a Non-cooperative Game	p. 195
A Graph-Based Approach to Feature Selection	p. 205
Graph-Based Segmentation
Spatio-Temporal Extraction of Articulated Models in a Graph Pyramid	p. 215
Semi-supervised Segmentation of 3D Surfaces Using a Weighted Graph Representation	p. 225
Convexity Grouping of Salient Contours	p. 235
Hierarchical Interactive Image Segmentation Using Irregular Pyramids	p. 245
Tiled Top-Down Pyramids and Segmentation of Large Histological Images	p. 255
Segmentation of Similar Images Using Graph Matching and Community Detection	p. 265
Applications
Automatic Street Graph Construction in Sketch Maps	p. 275
People Re-identification by Graph Kernels Methods	p. 285
Automatic Labeling of Handwritten Mathematical Symbols via Expression Matching	p. 295
Structure-Based Evaluation Methodology for Curvilinear Structure Detection Algorithms	p. 305
Keygraphs for Sign Detection in Indoor Environments by Mobile Phones	p. 315
Classification of Graph Sequences Utilizing the Eigenvalues of the Distance Matrices and Hidden Markov Models	p. 325
Using Kernels on Hierarchical Graphs in Automatic Classification of Designs	p. 335
Author Index	p. 345
Table of Contents provided by Ingram. All Rights Reserved.

Graph-Based Representations in Pattern Recognition

8th IAPR-TC-15 International Workshop, GbRPR 2011, M¼nster, Germany, May 18-20, 2011, Proceedings

At a Glance

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