Title :
Towards photosensor movement-adaptive image analysis in an electronic retinal prosthesis
Author :
Hallum, L.E. ; Suaning, G.J. ; Taubman, D.S. ; Lovell, N.H.
Author_Institution :
Graduate Sch. of Biomedical Eng., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
By way of extracellular, stimulating electrodes, electronic vision prosthesis aims to render discrete light spots - so-called phosphenes - in the visual field, thereby providing a phosphene image serving as a rudimentary remediation of profound blindness. It is proposed that a digital camera, or some other photosensitive array, captures frames, the frames be analyzed, and phosphenes be actuated accordingly. We present a numerical experiment wherein we observed the phosphene image in response to a set of stimuli for various image analysis schemes. We used the mutual-information function to quantify the efficacy of analysis schemes; the function penalizes a scheme for introducing redundancy to the phosphene image, while accounting for the probability of each stimulus. We demonstrate an effective scheme involving Laplacian of Gaussian (∇2G) kernels geometrically transformed in accordance with phosphene layout. Further, we propose adapting the kernels comprising a scheme in accordance with photosensor movement.
Keywords :
biomedical electrodes; biomedical electronics; eye; prosthetics; Laplacian of Gaussian kernels; digital camera; discrete light spots; electronic retinal prosthesis; electronic vision prosthesis; extracellular stimulating electrodes; mutual-information function; phosphenes; photosensor movement-adaptive image analysis; profound blindness; Blindness; Digital cameras; Electrodes; Extracellular; Image analysis; Kernel; Laplace equations; Prosthetics; Rendering (computer graphics); Retina; artificial vision; mutual-information function; retinal prosthesis; spatial filtering;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1404162