Graph-based representations in pattern recognition : 5th IAPR international workshop, GbRPR 2005, Poitiers, France, April 11-13, 2005 : proceedings / Luc Brun, Mario Vento [eds.].

By: (5th : GbRPR (Workshop) (5th : 2005 : Poitiers, France)
Contributor(s): Brun, Luc | Vento, Mario, 1960-
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 3434.Publisher: Berlin ; New York : Springer-Verlag, 2005Description: 1 online resource (xii, 384 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540319887; 3540319883Subject(s): Optical pattern recognition -- Congresses | Graph theory -- Data processing -- Congresses | Reconnaissance optique des formes (Informatique) -- Congrès | Graphes, Théorie des -- Informatique -- Congrès | COMPUTERS -- Optical Data Processing | COMPUTERS -- Computer Vision & Pattern Recognition | Informatique | Graph theory -- Data processing | Optical pattern recognition | Graph | Visualisierung | Mustererkennung | Poitiers (2005)Genre/Form: Electronic books. | Conference papers and proceedings. | Kongress. Additional physical formats: Print version:: Graph-based representations in pattern recognition.DDC classification: 006.4/2 LOC classification: TA1650 | .G37 2005ebOnline resources: Click here to access online
Contents:
Graph Representations -- Hypergraph-Based Image Representation -- Vectorized Image Segmentation via Trixel Agglomeration -- Graph Transformation in Document Image Analysis: Approaches and Challenges -- Graphical Knowledge Management in Graphics Recognition Systems -- A Vascular Network Growth Estimation Algorithm Using Random Graphs -- Graphs and Linear Representations -- A Linear Generative Model for Graph Structure -- Graph Seriation Using Semi-definite Programming -- Comparing String Representations and Distances in a Natural Images Classification Task -- Reduction Strings: A Representation of Symbolic Hierarchical Graphs Suitable for Learning -- Combinatorial Maps -- Representing and Segmenting 2D Images by Means of Planar Maps with Discrete Embeddings: From Model to Applications -- Inside and Outside Within Combinatorial Pyramids -- The GeoMap: A Unified Representation for Topology and Geometry -- Pyramids of n-Dimensional Generalized Maps -- Matching -- Towards Unitary Representations for Graph Matching -- A Direct Algorithm to Find a Largest Common Connected Induced Subgraph of Two Graphs -- Reactive Tabu Search for Measuring Graph Similarity -- Tree Matching Applied to Vascular System -- Hierarchical Graph Abstraction and Matching -- A Graph-Based, Multi-resolution Algorithm for Tracking Objects in Presence of Occlusions -- Coarse-to-Fine Object Recognition Using Shock Graphs -- Adaptive Pyramid and Semantic Graph: Knowledge Driven Segmentation -- A Graph-Based Concept for Spatiotemporal Information in Cognitive Vision -- Inexact Graph Matching -- Approximating the Problem, not the Solution: An Alternative View of Point Set Matching -- Defining Consistency to Detect Change Using Inexact Graph Matching -- Asymmetric Inexact Matching of Spatially-Attributed Graphs -- From Exact to Approximate Maximum Common Subgraph -- Learning -- Automatic Learning of Structural Models of Cartographic Objects -- An Experimental Comparison of Fingerprint Classification Methods Using Graphs -- Collaboration Between Statistical and Structural Approaches for Old Handwritten Characters Recognition -- Graph Sequences -- Decision Trees for Error-Tolerant Graph Database Filtering -- Recovery of Missing Information in Graph Sequences -- Tree-Based Tracking of Temporal Image -- Graph Kernels -- Protein Classification with Kernelized Softassign -- Local Entropic Graphs for Globally-Consistent Graph Matching -- Edit Distance Based Kernel Functions for Attributed Graph Matching -- Graphs and Heat Kernels -- A Robust Graph Partition Method from the Path-Weighted Adjacency Matrix -- Recent Results on Heat Kernel Embedding of Graphs.
Summary: "This volume contains the papers presented at the 5th Workshop on Graph-Based Representations in Pattern Recognition (GbR) organized by the IAPR TC15. The workshop was held at the University of Poitiers, France during April 11-13, 2005."
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Includes bibliographical references and index.

"This volume contains the papers presented at the 5th Workshop on Graph-Based Representations in Pattern Recognition (GbR) organized by the IAPR TC15. The workshop was held at the University of Poitiers, France during April 11-13, 2005."

Print version record.

Graph Representations -- Hypergraph-Based Image Representation -- Vectorized Image Segmentation via Trixel Agglomeration -- Graph Transformation in Document Image Analysis: Approaches and Challenges -- Graphical Knowledge Management in Graphics Recognition Systems -- A Vascular Network Growth Estimation Algorithm Using Random Graphs -- Graphs and Linear Representations -- A Linear Generative Model for Graph Structure -- Graph Seriation Using Semi-definite Programming -- Comparing String Representations and Distances in a Natural Images Classification Task -- Reduction Strings: A Representation of Symbolic Hierarchical Graphs Suitable for Learning -- Combinatorial Maps -- Representing and Segmenting 2D Images by Means of Planar Maps with Discrete Embeddings: From Model to Applications -- Inside and Outside Within Combinatorial Pyramids -- The GeoMap: A Unified Representation for Topology and Geometry -- Pyramids of n-Dimensional Generalized Maps -- Matching -- Towards Unitary Representations for Graph Matching -- A Direct Algorithm to Find a Largest Common Connected Induced Subgraph of Two Graphs -- Reactive Tabu Search for Measuring Graph Similarity -- Tree Matching Applied to Vascular System -- Hierarchical Graph Abstraction and Matching -- A Graph-Based, Multi-resolution Algorithm for Tracking Objects in Presence of Occlusions -- Coarse-to-Fine Object Recognition Using Shock Graphs -- Adaptive Pyramid and Semantic Graph: Knowledge Driven Segmentation -- A Graph-Based Concept for Spatiotemporal Information in Cognitive Vision -- Inexact Graph Matching -- Approximating the Problem, not the Solution: An Alternative View of Point Set Matching -- Defining Consistency to Detect Change Using Inexact Graph Matching -- Asymmetric Inexact Matching of Spatially-Attributed Graphs -- From Exact to Approximate Maximum Common Subgraph -- Learning -- Automatic Learning of Structural Models of Cartographic Objects -- An Experimental Comparison of Fingerprint Classification Methods Using Graphs -- Collaboration Between Statistical and Structural Approaches for Old Handwritten Characters Recognition -- Graph Sequences -- Decision Trees for Error-Tolerant Graph Database Filtering -- Recovery of Missing Information in Graph Sequences -- Tree-Based Tracking of Temporal Image -- Graph Kernels -- Protein Classification with Kernelized Softassign -- Local Entropic Graphs for Globally-Consistent Graph Matching -- Edit Distance Based Kernel Functions for Attributed Graph Matching -- Graphs and Heat Kernels -- A Robust Graph Partition Method from the Path-Weighted Adjacency Matrix -- Recent Results on Heat Kernel Embedding of Graphs.

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