Probability map based localization of optic disk

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autor(en): Budai A, Laurik L, Hornegger J, Somfai GM, Michelson G
Jahr der Veröffentlichung: 2012
Band: null
Heftnummer: null
Seitenbereich: 568-571


Abstract


Fundus imaging is one of themost commonly used modalities for examining retinal structures. The images are mostly analyzed by physicians. These diagnoses are subjective with a high rate of inter-observer variability, therefore an automated or a computer aided diagnosis is needed to speed up the monotonous screening process and to provide objective measurements. In this article we present an automatic algorithm for localization of the optic disk center in fundus images. The application field of the algorithm is preprocessing for further algorithms such as segmentation of the optic disk boundary, vessel tracking etc. The algorithm is evaluated using the DRIVE database and our own public high resolution image database. The tests show a localization error less than 0.2 optic disk diameter (ODD) in case of the high resolution database, and less than 0.35 ODD in case of the lower resolution DRIVE database. © 2012 Institute of Telecommunica.



FAU-Autoren / FAU-Herausgeber

Budai, Attila
Lehrstuhl für Informatik 5 (Mustererkennung)
Hornegger, Joachim Prof. Dr.-Ing.
Lehrstuhl für Informatik 5 (Mustererkennung)
Michelson, Georg Prof. Dr.
Augenklinik


Zusätzliche Organisationseinheit(en)
Erlangen Graduate School in Advanced Optical Technologies
International Max Planck Research School for Optics and Imaging


Autor(en) der externen Einrichtung(en)
Semmelweis University


Zitierweisen

APA:
Budai, A., Laurik, L., Hornegger, J., Somfai, G.M., & Michelson, G. (2012). Probability map based localization of optic disk. (pp. 568-571). Vienna.

MLA:
Budai, Attila, et al. "Probability map based localization of optic disk." Proceedings of the 2012 19th International Conference on Systems, Signals and Image Processing, IWSSIP 2012, Vienna 2012. 568-571.

BibTeX: 

Zuletzt aktualisiert 2018-08-08 um 19:24