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Volume 19 (2022)
Volume 19, (In Progress)
Pg 1 - 11 (June 2022)
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Advances in Computer Science and Engineering
Advances in Computer Science and Engineering
Volume 2, Issue 1, Pages 33 - 50 (March 2008)
RETINAL VESSEL EXTRACTION IN DIGITAL FUNDUS IMAGES
Giri Babu Kande (India), T. Satya Savithri (India) and P. V. Subbaiah (India)
Abstract:
This paper presents an approach for the extraction of Retinal Vessels from Fundus images using Matched filter and Fuzzy
c
-Partition Entropy Thresholding. A set of linear filters are used which are sensitive to vessels of different orientation and thickness. Such filters are obtained as linear combinations of properly shifted Gaussian kernels. Fuzzy c-Partition Entropy Thresholding is used that can well keep the spatial structure of vascular tree segments. An experimental evaluation demonstrates superior performance over global thresholding and a vessel detection method recently reported in the literature. Due to its simplicity and general nature, our proposed algorithm is expected to be applicable to a variety of other applications.
Keywords and phrases:
fundus, matched filter, retina, vessel detection.
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