Graph-Based Representations in Pattern Recognition : 6th IAPR-TC-15 International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007, Proceedings / / edited by Francisco Escolano, Mario Vento

• Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007
• Edizione: 1st ed. 2007.
• Descrizione fisica: 1 online resource (XII, 416 p.)
• Disciplina: 006.6
• Soggetto topico: Pattern recognition systems; Computer vision; Computer graphics; Computer science - Mathematics; Discrete mathematics; Artificial intelligence - Data processing; Artificial intelligence; Automated Pattern Recognition; Computer Vision; Computer Graphics; Discrete Mathematics in Computer Science; Data Science; Artificial Intelligence
• Persona (resp. second.): EscolanoFrancisco; VentoMario <1960->
• Note generali: Includes index.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Graph-Based Representations in Pattern Recognition
• ISBN: 3-540-72903-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910483694303321
• Lo trovi qui: Univ. Federico II
• Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics, . 3004-9954 ; ; 4538