Methodology for the Registration of Whole SLO Sequences

ICPR (1)(2002)

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摘要
Images acquired with the Scanning Laser Ophthalmoscope (SLO) device offer a very good tool for the evaluation of retinal diseases and obtaining interesting haemodynamic variables related to retinal blood flow . But because of the unavoidable eye movements, it is necessary a previous registration process to obtain a reliable analysis of the information extracted from these set of frames. This paper explains an algorithm which allows a fully automatic registration of the whole SLO sequence by combining two registration techniques: a landmark based registration and a mutual information based one. The accurate registration of the frames will allow the automatic calculation of the so called dye dilution curves, which are computed by means of a robust fitting algorithm based on the optimisation method Simulated Annealing. With that curves it will be possible to obtain valuable haemodynamic variables, like the arteriovenous passage time described here.
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关键词
retinal blood flow,previous registration process,mutual information,interesting haemodynamic variable,automatic registration,registration technique,automatic calculation,robust fitting algorithm,whole slo sequences,retinal disease,accurate registration,curve fitting,information extraction,information analysis,blood flow,robustness,simulated annealing,image registration,data mining,computational modeling,reliability analysis,haemodynamics,eye movement
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