Original title: Pixel-Wise Segmentation Of The Blood Vessels Using Random Forests
Authors: Hesko, Branislav
Document type: Papers
Language: eng
Publisher: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstract: This paper presents segmentation of the blood vessels in retinal images. First, a serie of feature detectors is applied in form of multiple filters. Then, each pixel is classified using random forests, which was trained on labeled images. Promising results have currently been achieved.
Keywords: random forests; retinal blood vessels; segmentation
Host item entry: Proceedings of the 24th Conference STUDENT EEICT 2018, ISBN 978-80-214-5614-3

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/138305

Permalink: http://www.nusl.cz/ntk/nusl-393491


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Universities and colleges > Public universities > Brno University of Technology
Conference materials > Papers