Contrast enhancement of retinal vasculature in digital fundus image
Analyzing retinal fundus image is important for early detection of diseases related to the eye. However, in fundus images the contrast between retinal blood vessels and the background is very low. Hence, analyzing or visualizing tiny blood vessels is difficult. Fluorescein angiogram overcomes this i...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/290/ http://scholars.utp.edu.my/id/eprint/290/1/paper.pdf |
| _version_ | 1848658952129085440 |
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| author | Ahmad Fadzil, Mohd Hani Nugroho , H.A. Nugroho , H. Iznita , I.L. |
| author_facet | Ahmad Fadzil, Mohd Hani Nugroho , H.A. Nugroho , H. Iznita , I.L. |
| author_sort | Ahmad Fadzil, Mohd Hani |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Analyzing retinal fundus image is important for early detection of diseases related to the eye. However, in fundus images the contrast between retinal blood vessels and the background is very low. Hence, analyzing or visualizing tiny blood vessels is difficult. Fluorescein angiogram overcomes this imaging problem but it is an invasive procedure that leads to other physiological problems. In this work, we enhance the low contrast of retinal vasculature in the ocular fundus image by determining the retinal pigments makeup, namely haemoglobin, melanin and macular pigment using independent component analysis. Independent component image due to haemoglobin pigment obtained exhibits higher contrast retinal vasculature. Even though the fundus fluorescein angiograph method produces higher contrast images, results show that this approach outperforms other noninvasive enhancement method, such as contrast limited adaptive histogram equalization and can be beneficial for vessel segmentation. Contrast enhancement factor of 3.2 for digital retinal images is achieved. This improvement in contrast reduces the need of applying contrasting agent on patients. © 2009 IEEE.
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| first_indexed | 2025-11-13T07:22:42Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:290 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:22:42Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:2902017-01-19T08:25:34Z http://scholars.utp.edu.my/id/eprint/290/ Contrast enhancement of retinal vasculature in digital fundus image Ahmad Fadzil, Mohd Hani Nugroho , H.A. Nugroho , H. Iznita , I.L. TK Electrical engineering. Electronics Nuclear engineering Analyzing retinal fundus image is important for early detection of diseases related to the eye. However, in fundus images the contrast between retinal blood vessels and the background is very low. Hence, analyzing or visualizing tiny blood vessels is difficult. Fluorescein angiogram overcomes this imaging problem but it is an invasive procedure that leads to other physiological problems. In this work, we enhance the low contrast of retinal vasculature in the ocular fundus image by determining the retinal pigments makeup, namely haemoglobin, melanin and macular pigment using independent component analysis. Independent component image due to haemoglobin pigment obtained exhibits higher contrast retinal vasculature. Even though the fundus fluorescein angiograph method produces higher contrast images, results show that this approach outperforms other noninvasive enhancement method, such as contrast limited adaptive histogram equalization and can be beneficial for vessel segmentation. Contrast enhancement factor of 3.2 for digital retinal images is achieved. This improvement in contrast reduces the need of applying contrasting agent on patients. © 2009 IEEE. 2009 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/290/1/paper.pdf Ahmad Fadzil, Mohd Hani and Nugroho , H.A. and Nugroho , H. and Iznita , I.L. (2009) Contrast enhancement of retinal vasculature in digital fundus image. In: 2009 International Conference on Digital Image Processing, 7 March 2009 through 9 March 2009, Bangkok. http://www.scopus.com/inward/record.url?eid=2-s2.0-70449370316&partnerID=40&md5=d3977ee47f851f2a343c1d1642813efd |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Ahmad Fadzil, Mohd Hani Nugroho , H.A. Nugroho , H. Iznita , I.L. Contrast enhancement of retinal vasculature in digital fundus image |
| title | Contrast enhancement of retinal vasculature in digital fundus image
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| title_full | Contrast enhancement of retinal vasculature in digital fundus image
|
| title_fullStr | Contrast enhancement of retinal vasculature in digital fundus image
|
| title_full_unstemmed | Contrast enhancement of retinal vasculature in digital fundus image
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| title_short | Contrast enhancement of retinal vasculature in digital fundus image
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| title_sort | contrast enhancement of retinal vasculature in digital fundus image |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/290/ http://scholars.utp.edu.my/id/eprint/290/ http://scholars.utp.edu.my/id/eprint/290/1/paper.pdf |