An automatic detection of the position of optic disc (OD) is an important step in a deep analysis of retinal images, due to the fact that information about OD can be used to examine the severity of some ophthalmic pathology via the extraction of a region of interest. Since errors caused by artifacts and bright fringes on retinal images could affect results in image processing, in this work a Composite Architecture for an accurate identification of the centre of OD is presented. More in detail, a Maximum Difference Evaluation Subsystem and a Maximum Gray Level Evaluation Subsystem are combined to analyze retinal images in parallel and find possible values of the centre of optic disc in different ways; locations of resulting pixels are then processed by an OD Centre Positioning Subsystem, which provides a reliable point to be adopted as the centre of the optic disc as effectively as possible. Simulation results are reported on selected fundus oculi images.

A Composite Architecture for an Automatic Detection of Optic Disc in Retinal Imaging / Carnimeo, Leonarda; Cinzia Benedetto, Anna. - STAMPA. - (2012), pp. 180-184. (Intervento presentato al convegno 11th international conference on Signal Processing, SIP '12 tenutosi a Saint Malo; Mont Saint-Michel, France nel April 2-4, 2012).

A Composite Architecture for an Automatic Detection of Optic Disc in Retinal Imaging

Leonarda Carnimeo;
2012-01-01

Abstract

An automatic detection of the position of optic disc (OD) is an important step in a deep analysis of retinal images, due to the fact that information about OD can be used to examine the severity of some ophthalmic pathology via the extraction of a region of interest. Since errors caused by artifacts and bright fringes on retinal images could affect results in image processing, in this work a Composite Architecture for an accurate identification of the centre of OD is presented. More in detail, a Maximum Difference Evaluation Subsystem and a Maximum Gray Level Evaluation Subsystem are combined to analyze retinal images in parallel and find possible values of the centre of optic disc in different ways; locations of resulting pixels are then processed by an OD Centre Positioning Subsystem, which provides a reliable point to be adopted as the centre of the optic disc as effectively as possible. Simulation results are reported on selected fundus oculi images.
2012
11th international conference on Signal Processing, SIP '12
978-1-61804-081-7
A Composite Architecture for an Automatic Detection of Optic Disc in Retinal Imaging / Carnimeo, Leonarda; Cinzia Benedetto, Anna. - STAMPA. - (2012), pp. 180-184. (Intervento presentato al convegno 11th international conference on Signal Processing, SIP '12 tenutosi a Saint Malo; Mont Saint-Michel, France nel April 2-4, 2012).
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.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/15614
Citazioni
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact