Graph-Based Representations in Pattern Recognition (eBook, PDF)

6th IAPR-TC-15 International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007, Proceedings
Redaktion: Escolano, Francisco; Vento, Mario

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the 6th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2007, held in Alicante, Spain in June 2007.

It covers matching, distances and measures, graph-based segmentation and image processing, graph-based clustering, graph representations, pyramids, combinatorial maps and homologies, as well as graph clustering, embedding and learning.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Springer-Verlag GmbH
• Seitenzahl: 416
• Erscheinungstermin: 20. August 2007
• Englisch
• ISBN-13: 9783540729037
• Artikelnr.: 44126488

Autorenporträt

Francisco Escolano, DCCIA, Spain / Mario Vento, DIIE, Italy

Inhaltsangabe

Matching.- Bipartite Graph Matching for Computing the Edit Distance of Graphs.- Matching of Tree Structures for Registration of Medical Images.- Graph-Based Methods for Retinal Mosaicing and Vascular Characterization.- Stereo Vision for Obstacle Detection: A Graph-Based Approach.- Graph Based Shapes Representation and Recognition.- A Continuous-Based Approach for Partial Clique Enumeration.- A Bound for Non-subgraph Isomorphism.- Distances and Measures.- A Correspondence Measure for Graph Matching Using the Discrete Quantum Walk.- A Quadratic Programming Approach to the Graph Edit Distance Problem.- Image Classification Using Marginalized Kernels for Graphs.- Comparing Sets of 3D Digital Shapes Through Topological Structures.- Graph-Based Segmentation and Image Processing.- Hierarchy Construction Schemes Within the Scale Set Framework.- Local Reasoning in Fuzzy Attribute Graphs for Optimizing Sequential Segmentation.- Graph-Based Perceptual Segmentation of Stereo Vision 3D Images at Multiple Abstraction Levels.- Morphological Operators for Flooding, Leveling and Filtering Images Using Graphs.- Graph-Based Multilevel Temporal Segmentation of Scripted Content Videos.- Deducing Local Influence Neighbourhoods with Application to Edge-Preserving Image Denoising.- Graph Spectral Image Smoothing.- Graph-Based Clustering.- Probabilistic Relaxation Labeling by Fokker-Planck Diffusion on a Graph.- Assessing the Performance of a Graph-Based Clustering Algorithm.- A New Greedy Algorithm for Improving b-Coloring Clustering.- Graph Representations.- Qualitative Spatial Relationships for Image Interpretation by Using Semantic Graph.- Separation of the Retinal Vascular Graph in Arteries and Veins.- A Fast Construction of the Distance Graph Used for the Classification of Heterogeneous Electron Microscopic Projections.- An Efficient Ontology-Based Expert Peering System.- Pyramids, Combinatorial Maps and Homologies.- Computing Homology Group Generators of Images Using Irregular Graph Pyramids.- Approximating TSP Solution by MST Based Graph Pyramid.- The Construction of Bounded Irregular Pyramids with a Union-Find Decimation Process.- A New Contour Filling Algorithm Based on 2D Topological Map.- Extending the Notion of AT-Model for Integer Homology Computation.- Graph Clustering, Embedding and Learning.- Constellations and the Unsupervised Learning of Graphs.- On the Relation Between the Median and the Maximum Common Subgraph of a Set of Graphs.- A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition.- Graph Embedding Using Quantum Commute Times.- Graph Embedding in Vector Spaces by Means of Prototype Selection.- Grouping Using Factor Graphs: An Approach for Finding Text with a Camera Phone.- Generalized vs Set Median Strings for Histogram-Based Distances: Algorithms and Classification Results in the Image Domain.