NON-INVASIVE IMAGE DENOISING AND CONTRAST ENHANCEMENT TECHNIQUES FOR RETINAL FUNDUS IMAGES
The analysis of retinal vasculature in digital fundus images is important for diagnosing eye related diseases. However, digital colour fundus images suffer from low and varied contrast, and are also affected by noise, requiring the use of fundus angiogram modality. The Fundus Fluorescein Angiogra...
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| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
2014
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| Subjects: | |
| Online Access: | http://utpedia.utp.edu.my/15307/1/toufique%20-%20final%20correction.pdf http://utpedia.utp.edu.my/15307/ |
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| Institution: | Universiti Teknologi Petronas |
| Language: | English |
| Summary: | The analysis of retinal vasculature in digital fundus images is important for
diagnosing eye related diseases. However, digital colour fundus images suffer from
low and varied contrast, and are also affected by noise, requiring the use of fundus
angiogram modality. The Fundus Fluorescein Angiogram (FFA) modality gives 5 to
6 time’s higher contrast. However, FFA is an invasive method that requires contrast
agents to be injected and this can lead other physiological problems. A reported
digital image enhancement technique named RETICA that combines Retinex and ICA
(Independent Component Analysis) techniques, reduces varied contrast, and enhances
the low contrast blood vessels of model fundus images. |
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