A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques
Biomedical image analysis used for which is applied to assist in clinical diagnosis processes, is one of the research areas that draw intense interest of scientists. The retinal fundus oculi images are used in clinics extensively for the diagnosis and treatment of various eye diseases. The detection...
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| Format: | Article |
| Language: | English |
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Tokat Gaziosmanpasa University
2016-11-01
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| Series: | Journal of New Results in Science |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/270683 |
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| _version_ | 1850096867044491264 |
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| author | Kemal Adem Mahmut Hekım Onur Comert Selim Demır |
| author_facet | Kemal Adem Mahmut Hekım Onur Comert Selim Demır |
| author_sort | Kemal Adem |
| collection | DOAJ |
| description | Biomedical image analysis used for which is applied to assist in clinical diagnosis processes, is one of the research areas that draw intense interest of scientists. The retinal fundus oculi images are used in clinics extensively for the diagnosis and treatment of various eye diseases. The detection of optic disc is one of the most basic steps that should be taken during automatic screening of Diabetic Retinopathy (DR) in particular. In this study, three different solutions are proposed for detecting the optic disc location, using the brightness and circularity properties of the related region. As a result of the comparison of the findings of these three experiments, the Circular Hough Transform method applied with HSV color space is was found to be more successful by 99.16% accuracy, and therefore it is proposed as a viable method for the detection of optic disc. |
| format | Article |
| id | doaj-art-2abc2c5a6fb74433b8b6f29459465f45 |
| institution | DOAJ |
| issn | 1304-7981 |
| language | English |
| publishDate | 2016-11-01 |
| publisher | Tokat Gaziosmanpasa University |
| record_format | Article |
| series | Journal of New Results in Science |
| spelling | doaj-art-2abc2c5a6fb74433b8b6f29459465f452025-08-20T02:41:08ZengTokat Gaziosmanpasa UniversityJournal of New Results in Science1304-79812016-11-0154147142A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing TechniquesKemal AdemMahmut HekımOnur ComertSelim DemırBiomedical image analysis used for which is applied to assist in clinical diagnosis processes, is one of the research areas that draw intense interest of scientists. The retinal fundus oculi images are used in clinics extensively for the diagnosis and treatment of various eye diseases. The detection of optic disc is one of the most basic steps that should be taken during automatic screening of Diabetic Retinopathy (DR) in particular. In this study, three different solutions are proposed for detecting the optic disc location, using the brightness and circularity properties of the related region. As a result of the comparison of the findings of these three experiments, the Circular Hough Transform method applied with HSV color space is was found to be more successful by 99.16% accuracy, and therefore it is proposed as a viable method for the detection of optic disc.https://dergipark.org.tr/en/download/article-file/270683retinaoptic diskimage processinghough transform. |
| spellingShingle | Kemal Adem Mahmut Hekım Onur Comert Selim Demır A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques Journal of New Results in Science retina optic disk image processing hough transform. |
| title | A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques |
| title_full | A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques |
| title_fullStr | A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques |
| title_full_unstemmed | A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques |
| title_short | A Novel Approach to Method for the Detection of Optic Disc Location in Retinal Images using Image Processing Techniques |
| title_sort | novel approach to method for the detection of optic disc location in retinal images using image processing techniques |
| topic | retina optic disk image processing hough transform. |
| url | https://dergipark.org.tr/en/download/article-file/270683 |
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