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Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning

Blood vessel segmentation is important for the analysis of ocular fundus images for diseases affecting vessel caliber, occlusion, leakage, inflammation, and proliferation. We introduce a novel supervised method to evaluate performance of Leung-Malik filters in delineating vessels. First, feature vec...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Varnousfaderani, Ehsan S, Yousefi, Siamak, Bowd, Christopher, Belghith, Akram, Goldbaum, Michael H.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765663/
https://ncbi.nlm.nih.gov/pubmed/26958253
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