DocumentCode
636550
Title
Embracing the irregular: A patient-specific image processing strategy for visual prostheses
Author
Kiral-Kornek, F.I. ; Savage, C.O. ; O´Sullivan-Greene, Elma ; Burkitt, Anthony N. ; Grayden, David B.
Author_Institution
Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
fYear
2013
fDate
3-7 July 2013
Firstpage
3563
Lastpage
3566
Abstract
We propose a stimulation strategy for retinal prostheses that makes use of irregular shapes of elicited phosphenes. It is patient specific and thus relies on prior psychophysical measurements. Visual perceptions are stored in a phosphene map that relates stimulation parameters to the visual stimulus elicited. Based on this map, stimulation parameters are chosen in such a way that the edges of the target image are optimally represented through the shape of the phosphene. In a psychophysical pilot study, we compare this approach to one in which we choose phosphenes to match the brightness of the target image. We find that participants perform similarly well with both strategies overall. However, the results indicate that each strategy may have advantages for different stimulus sizes. Both of the proposed strategies are novel in using only previously recorded phosphenes rather than a model based on idealized assumptions about the relationship between stimulation parameters and phosphene properties.
Keywords
eye; medical image processing; prosthetics; visual perception; patient-specific image processing strategy; phosphene map; phosphene properties; psychophysical measurements; psychophysical pilot study; retinal prostheses; stimulation parameters; visual perceptions; visual prostheses; Brightness; Electrodes; Image edge detection; Image segmentation; Retina; Shape; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610312
Filename
6610312
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