Retina fundus image mask generation using pseudo parametric modeling technique

Aibinu, Abiodun Musa and Salami, Momoh Jimoh Emiyoka and Shafie, Amir Akramin (2010) Retina fundus image mask generation using pseudo parametric modeling technique. IIUM Engineering Journal, 11 (2). pp. 163-177. ISSN 1511-788X

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Abstract

This paper discusses a new pseudo modeling technique for the generation of retina fundus image (RFI) mask. The model coefficients necessary for the generation of the mask has been estimated from the synaptic weights of real-valued neural network. Performance analysis of the newly proposed three step technique has been evaluated using DRIVE databases and other RFI obtained from other sources. he accuracy obtained by the application of the proposed technique on RFI contained in the DRIVE database varies between 99.62% and 99.97%.

Item Type:	Article (Journal)
Additional Information:	6472/1774
Uncontrolled Keywords:	Diabetes, Parametric Modeling Technique, Real-Valued Neural Network (RVNN), Retina Fundus Image
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101 Telecommunication. Including telegraphy, radio, radar, television
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr Abiodun Musa Aibinu
Date Deposited:	09 Sep 2011 09:22
Last Modified:	10 Mar 2012 20:31
URI:	http://irep.iium.edu.my/id/eprint/1774

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