DocumentCode :
3240701
Title :
Retinal Image Registration for Blood Flow Transit Time Estimation
Author :
Vargas-Caas, R. ; Liatsis, P.
Author_Institution :
Inf. & Biomed. Eng. Centre, City Univ., London, UK
fYear :
2009
fDate :
14-16 Dec. 2009
Firstpage :
130
Lastpage :
135
Abstract :
In the past years, much research has been done about ocular hemodynamics using fluorescein angiography. One of the most promising parameters is the transit time of retinal blood flow, which tries to determining how long a dye takes in reach, fills out and leaves the human retina. To achieve this, both individual angiograms and sets of them have to be analyzed. In order to perform this analysis in an automatic fashion, retinal images must be aligned due to the retinal features do not line up, completely, in each frame of the angiogram. Two fast, robust and accurate techniques for retinal image registration are presented as a basic step in the development of an automated system for the arteriovenous passage time estimation. The mentioned techniques have their fundamentals on the Fourier transform and a parametric estimation based on the gradient of the quadratic error function and least squares computation.
Keywords :
Fourier transforms; estimation theory; eye; haemodynamics; image registration; least squares approximations; medical image processing; optical tomography; parameter estimation; Fourier transform; arteriovenous passage time estimation; blood flow transit time estimation; fluorescein angiography; human retina; least squares computation; ocular hemodynamics; parametric estimation; quadratic error function; retinal blood flow; retinal image registration; retinal images; Angiography; Blood flow; Fourier transforms; Hemodynamics; Humans; Image analysis; Image registration; Performance analysis; Retina; Robustness; Blood flow transit time estimation; Least squares; Phase Only Correlation; Retinal image registration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Developments in eSystems Engineering (DESE), 2009 Second International Conference on
Conference_Location :
Abu Dhabi
Print_ISBN :
978-1-4244-5401-3
Electronic_ISBN :
978-1-4244-5402-0
Type :
conf
DOI :
10.1109/DeSE.2009.32
Filename :
5395100
Link To Document :
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