Title :
Does fractal properties of retinal vasculature vary with cardiac cycle?
Author :
Aliahmad, B. ; Kumar, D. Krishna ; Hao, H. ; Kawasaki, R.
Author_Institution :
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
Abstract :
In this work the significance in variation of region based fractal dimension of retinal images due to microvascular pulsatile changes has been investigated. A set of ECG-synchronized retinal images were taken at nine distinct cardiac points and the Higuchi and Box-counting fractal dimensions were calculated; after being registered and corrected for some disturbing artifacts (e.g, non-uniform illuminations). The result showed a statistical significant difference between the mean Higuchi fractal dimensions of 1st and 4th cardiac points measured in zone B (p=0.048, α=0.05). No statistical significance was found for other fractal measures (all p-values >0.05).
Keywords :
electrocardiography; eye; fractals; image registration; medical image processing; ECG-synchronized retinal image; Higuchi fractal dimensions; box-counting fractal dimensions; cardiac cycle; cardiac points; fractal properties; microvascular pulsatile changes; region based fractal dimension; retinal vasculature; Biomedical imaging; Educational institutions; Fractals; Lighting; Market research; Retinal vessels; Cardiac cycle; Fractal Dimension; Retinal Images; Vessel pulsation;
Conference_Titel :
Biosignals and Biorobotics Conference (BRC), 2013 ISSNIP
Conference_Location :
Rio de Janerio
Print_ISBN :
978-1-4673-3024-4
DOI :
10.1109/BRC.2013.6487480