This paper summarizes three recent, novel algorithms developed within VAMPIRE, namely optic disc and macula detection, artery-vein classification, and enhancement of binary vessel masks, and their performance assessment. VAMPIRE is an international collaboration growing a suite of software tools to allow efficient quantification of morphological properties of the retinal vasculature in large collections of fundus camera images. VAMPIRE measurementsare currently mostly used in biomarker research, i.e., investigating associations between the morphology of the retinal vasculature and a number of clinical and cognitive conditions

Novel VAMPIRE algorithms for quantitative analysis of the retinal vasculature

GIACHETTI, Andrea;
2013

Abstract

This paper summarizes three recent, novel algorithms developed within VAMPIRE, namely optic disc and macula detection, artery-vein classification, and enhancement of binary vessel masks, and their performance assessment. VAMPIRE is an international collaboration growing a suite of software tools to allow efficient quantification of morphological properties of the retinal vasculature in large collections of fundus camera images. VAMPIRE measurementsare currently mostly used in biomarker research, i.e., investigating associations between the morphology of the retinal vasculature and a number of clinical and cognitive conditions
9781467330244
Retina; Feature detection; Segmentation; Classification; Biomarkers
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11562/519149
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