Contrast Enhancement of Retinal Vasculature in Digital Fundus Image
| Autor: | Hermawan Nugroho, I. Lila Iznita, H. Adi Nugroho, M. H. Ahmad Fadzil |
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| Rok vydání: | 2009 |
| Předmět: |
medicine.medical_specialty
Retina Contrast enhancement genetic structures business.industry media_common.quotation_subject Retinal Image segmentation Fundus (eye) eye diseases chemistry.chemical_compound medicine.anatomical_structure chemistry Ophthalmology medicine Medical imaging Contrast (vision) Adaptive histogram equalization Computer vision sense organs Artificial intelligence business media_common |
| Zdroj: | ICDIP |
| DOI: | 10.1109/icdip.2009.32 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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