Title :
REVIEW - A reference data set for retinal vessel profiles
Author :
Al-Diri, Bashir ; Hunter, Andrew ; Steel, David ; Habib, Maged ; Hudaib, Taghread ; Berry, Simon
Author_Institution :
Department of Computing and Informatics, University of Lincoln, UK
Abstract :
This paper describes REVIEW, a new retinal vessel reference dataset. This dataset includes 16 images with 193 vessel segments, demonstrating a variety of pathologies and vessel types. The vessel edges are marked by three observers using a special drawing tool. The paper also describes the algorithm used to process these segments to produce vessel profiles, against which vessel width measurement algorithms can be assessed. Recommendations are given for use of the dataset in performance assessment. REVIEW can be downloaded from http://ReviewDB.lincoln.ac.uk.
Keywords :
Arteriosclerosis; Diabetes; Image segmentation; Medical conditions; Pathology; Pixel; Retina; Retinal vessels; Retinopathy; Steel; Algorithms; Databases, Factual; Humans; Image Interpretation, Computer-Assisted; Reference Values; Retinal Vessels;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649647