A novel description method is presented. It is based on the combination of structural and statistical approaches, and is applied to the problem of unconstrained isolated handwritten character recognition. Characters are preliminarily decomposed in terms of structural primitives (circular arcs) and successively described in terms of statistical features (geometrical moments suitably normalized). A multilayer perceptron is adopted in the classification stage. Results of the method on the digits of the ETL Database are reported
Scheda prodotto non validato
Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo
Titolo: | Character recognition by geometrical moments on structural decompositions |
Autori: | |
Data di pubblicazione: | 1997 |
Abstract: | A novel description method is presented. It is based on the combination of structural and statistical approaches, and is applied to the problem of unconstrained isolated handwritten character recognition. Characters are preliminarily decomposed in terms of structural primitives (circular arcs) and successively described in terms of statistical features (geometrical moments suitably normalized). A multilayer perceptron is adopted in the classification stage. Results of the method on the digits of the ETL Database are reported |
Handle: | http://hdl.handle.net/11580/21245 |
ISBN: | 0818678984 |
Appare nelle tipologie: | 4.1 Contributo in Atti di convegno |
File in questo prodotto:
Non ci sono file associati a questo prodotto.
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.