The main concepts of the theory of Size Functions is here introduced, both in 1D and 2D, and applied together with suitable statistical techniques of discriminant analysis to a test case, in order to solve the problem of the research of "the best" geometrical descriptor for the automatic recognition of objects from their geometric characteristics.
Statistical Aspects of Size Functions for the Description of Random Shapes / A. Micheletti - In: S.Co.2009 - Complex data modeling and computationally intensive statistical methods for estimation and prediction / [a cura di] A.M. Paganoni, L.M. Sangalli, P. Secchi, S. Vantini. - Santarcangelo di Romagna (RN) : Maggioli Editore, 2009. - ISBN 9788838743851. - pp. 293-298 (( Intervento presentato al 6. convegno S.Co.2009 tenutosi a Milano nel 2009.
Statistical Aspects of Size Functions for the Description of Random Shapes
A. MichelettiPrimo
2009
Abstract
The main concepts of the theory of Size Functions is here introduced, both in 1D and 2D, and applied together with suitable statistical techniques of discriminant analysis to a test case, in order to solve the problem of the research of "the best" geometrical descriptor for the automatic recognition of objects from their geometric characteristics.
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