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Graph-Based Representations in Pattern Recognition

53,49 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 18409d2b3a8d254734ac90bd4dd98ae455
Themengebiete: classification computational graph theory computer vision database filtering fingerprint graph-based methods graph-based representations graph-theoretic methods graph matching
Veröffentlichungsdatum: 23.03.2005
EAN: 9783540252702
Sprache: Englisch
Seitenzahl: 384
Produktart: Kartoniert / Broschiert
Herausgeber: Brun, Luc Vento, Mario
Verlag: Springer Berlin
Untertitel: 5th IAPR International Workshop, GbRPR 2005, Poitiers, France, April 11-13, 2005, Proceedings
Produktinformationen "Graph-Based Representations in Pattern Recognition"
Many vision problems have to deal with di?erent entities (regions, lines, line junctions, etc.) and their relationships. These entities together with their re- tionships may be encoded using graphs or hypergraphs. The structural inf- mation encoded by graphs allows computer vision algorithms to address both the features of the di?erent entities and the structural or topological relati- ships between them. Moreover, turning a computer vision problem into a graph problem allows one to access the full arsenal of graph algorithms developed in computer science. The Technical Committee (TC15, http://www.iapr.org/tcs.html) of the IAPR (International Association for Pattern Recognition) has been funded in order to federate and to encourage research work in these ?elds. Among its - tivities, TC15 encourages the organization of special graph sessions at many computer vision conferences and organizes the biennial workshop GbR. While being designed within a speci?c framework, the graph algorithms developed for computer vision and pattern recognition tasks often share constraints and goals with those developed in other research ?elds such as data mining, robotics and discrete geometry. The TC15 community is thus not closed in its research ?elds but on the contrary is open to interchanges with other groups/communities.

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