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
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610312