A Novel Hybrid Retinal Blood Vessel Segmentation Algorithm for Enlarging the Measuring Range of Dual-Wavelength Retinal Oximetry

نویسندگان

چکیده

The non-invasive measurement of hemoglobin oxygen saturation (SO2) in retinal vessels is based on spectrophotometry and the absorption spectral characteristics tissue. dual-wavelength images are simultaneously captured via oximetry. SO2 calculated by processing a series calculating optic density ratio two images. However, existing research focused thick high-clarity region thin low-clarity could provide significant information for detection diagnosis neovascular diseases. To this end, we proposed novel hybrid vessel segmentation algorithm. Firstly, median filter was employed image denoising. Secondly, high- carried out clarity histogram. areas were segmented after implementing Gaussian filter, matched morphological segmentation. Additionally, using guided filtering, dynamic threshold Finally, results obtained through merger operations. experimental analysis show that method can effectively segment extend measuring range

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ژورنال

عنوان ژورنال: Photonics

سال: 2023

ISSN: ['2304-6732']

DOI: https://doi.org/10.3390/photonics10070722