Retina fundus image mask generation using pseudo parametric modeling technique
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 st...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IIUM Press
2010
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| Online Access: | http://irep.iium.edu.my/1774/1/FUNDUS_MASK.pdf |
| _version_ | 1796874824363016192 |
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| author | Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Shafie, Amir Akramin |
| author_facet | Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Shafie, Amir Akramin |
| author_sort | Aibinu, Abiodun Musa |
| collection | IIUM |
| description | 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%. |
| first_indexed | 2024-03-05T22:29:59Z |
| format | Article |
| id | oai:generic.eprints.org:1774 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:29:59Z |
| publishDate | 2010 |
| publisher | IIUM Press |
| record_format | dspace |
| spelling | oai:generic.eprints.org:17742012-03-10T12:31:12Z http://irep.iium.edu.my/1774/ Retina fundus image mask generation using pseudo parametric modeling technique Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Shafie, Amir Akramin TK5101 Telecommunication. Including telegraphy, radio, radar, television 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%. IIUM Press 2010 Article PeerReviewed application/pdf en http://irep.iium.edu.my/1774/1/FUNDUS_MASK.pdf 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 http://www.iium.edu.my/ejournal/home2010/index.php/iiumej/article/view/31 |
| spellingShingle | TK5101 Telecommunication. Including telegraphy, radio, radar, television Aibinu, Abiodun Musa Salami, Momoh Jimoh Emiyoka Shafie, Amir Akramin Retina fundus image mask generation using pseudo parametric modeling technique |
| title | Retina fundus image mask generation using pseudo parametric modeling technique |
| title_full | Retina fundus image mask generation using pseudo parametric modeling technique |
| title_fullStr | Retina fundus image mask generation using pseudo parametric modeling technique |
| title_full_unstemmed | Retina fundus image mask generation using pseudo parametric modeling technique |
| title_short | Retina fundus image mask generation using pseudo parametric modeling technique |
| title_sort | retina fundus image mask generation using pseudo parametric modeling technique |
| topic | TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| url | http://irep.iium.edu.my/1774/1/FUNDUS_MASK.pdf |
| work_keys_str_mv | AT aibinuabiodunmusa retinafundusimagemaskgenerationusingpseudoparametricmodelingtechnique AT salamimomohjimohemiyoka retinafundusimagemaskgenerationusingpseudoparametricmodelingtechnique AT shafieamirakramin retinafundusimagemaskgenerationusingpseudoparametricmodelingtechnique |