9 January 1984 Automatic Detection Of Microaneurysms In Retinopathy Fluoro-Angiogram
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Abstract
A computerized method for detecting microaneurysms is described, based upon the concepts introduced by the Mathematical Morphology. On the grey level image of a fluoroangiogram, magnified by a microscope, a first transformation, searching the regional minima, gives a binary image where appear vessels and microaneurysms. Then the microaneurysms are extracted using a shape criterion which selects almost circular particles among stretched particles in one direction. The most complex part is to discriminate diffusing microaneurysm (leakage of fluorescein) from vessel. The algorithm is tested on 25 angiograms. We obtain a good correlation between the automatic counting and the manual counting performed by three reading-technicians.
© (1984) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Bruno Lay, Claude Baudoin, and Jean-Claude Klein "Automatic Detection Of Microaneurysms In Retinopathy Fluoro-Angiogram", Proc. SPIE 0432, Applications of Digital Image Processing VI, (9 January 1984); doi: 10.1117/12.936655; https://doi.org/10.1117/12.936655
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