Graph-Based Representations in Pattern Recognition

6th IAPR-TC-15 International Workshop, GbRPR 2007 Alicante, Spain, June 11-13, 2007 Proceedings

By: Francisco Escolano (Editor), Mario Vento (Editor)

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Paperback | 31 May 2007

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434 Pages

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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.

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Non-Fiction Mathematics Combinatorics & Graph Theory Computing & I.T.Computer Science Artificial Intelligence Computer Vision Pattern Recognition Graphical & Digital Media Applications 3D Graphics & Modelling Databases

Bipartite graph matching for computing the edit distance of graphs	p. 1
Matching of tree structures for registration of medical images	p. 13
Graph-based methods for retinal mosaicing and vascular characterization	p. 25
Stereo vision for obstacle detection : a graph-based approach	p. 37
Graph based shapes representation and recognition	p. 49
A continuous-based approach for partial clique enumeration	p. 61
A bound for non-subgraph isomorphism	p. 71
A correspondence measure for graph matching using the discrete quantum walk	p. 81
A quadratic programming approach to the graph edit distance problem	p. 92
Image classification using marginalized kernels for graphs	p. 103
Comparing sets of 3D digital shapes through topological structures	p. 114
Hierarchy construction schemes within the scale set framework	p. 126
Local reasoning in fuzzy attribute graphs for optimizing sequential segmentation	p. 138
Graph-based perceptual segmentation of stereo vision 3D images at multiple abstraction levels	p. 148
Morphological operators for flooding, leveling and filtering images using graphs	p. 158
Graph-based multilevel temporal segmentation of scripted content videos	p. 168
Deducing local influence neighbourhoods with application to edge-preserving image denoising	p. 180
Graph spectral image smoothing	p. 191
Probabilistic relaxation labeling by Fokker-Planck diffusion on a graph	p. 204
Assessing the performance of a graph-based clustering algorithm	p. 215
A new greedy algorithm for improving b-Coloring clustering	p. 228
Qualitative spatial relationships for image interpretation by using semantic graph	p. 240
Separation of the retinal vascular graph in arteries and veins	p. 251
A fast construction of the distance graph used for the classification of heterogeneous electron microscopic projections	p. 263
An efficient ontology based export peering system	p. 273
Computing homology group generators of images using irregular graph pyramids	p. 283
Approximating TSP solution by MST based graph pyramid	p. 295
The construction of bounded irregular pyramids with a union-find decimation process	p. 307
A new contour filling algorithm based on 2D topological map	p. 319
Extending the notion of AT-model for integer homology computation	p. 330
Constellations and the unsupervised learning of graphs	p. 340
On the relation between the median and the maximum common subgraph of a set of graphs	p. 351
A graph classification approach using a multi-objective genetic algorithm application to symbol recognition	p. 361
Graph embedding using quantum commute times	p. 371
Graph embedding in vector spaces by means of prototype selection	p. 383
Grouping using factor graphs : an approach for finding text with a camera phone	p. 394
Generalized vs set median strings for histogram-based distances : algorithms and classification results in the image domain	p. 404
Table of Contents provided by Blackwell. All Rights Reserved.

Graph-Based Representations in Pattern Recognition

6th IAPR-TC-15 International Workshop, GbRPR 2007 Alicante, Spain, June 11-13, 2007 Proceedings

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Paperback

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