title: Improved visual performance in letter perception through edge orientation encoding in a retinal prosthesis simulation.
abstract: Objective. Stimulation strategies for retinal prostheses predominately seek to directly encode image brightness values rather than edge orientations. Recent work suggests that the generation of oriented elliptical phosphenes may be possible by controlling interactions between neighboring electrodes. Based on this, we propose a novel stimulation strategy for prosthetic vision that extracts edge orientation information from the intensity image and encodes it as oriented elliptical phosphenes. We test the hypothesis that encoding edge orientation via oriented elliptical phosphenes leads to better alphabetic letter recognition than standard intensity-based encoding. Approach. We conduct a psychophysical study with simulated phosphene vision with 12 normal-sighted volunteers. The two stimulation strategies were compared with variations of letter size, electrode drop-out and spatial offsets of phosphenes. Main results. Mean letter recognition accuracy was significantly better with the new proposed stimulation strategy (65%) compared to direct grayscale encoding (47%). All examined parameters-stimulus size, phosphene dropout, and location shift-were found to influence the performance, with significant two-way interactions between phosphene dropout and stimulus size as well as between phosphene dropout and phosphene location shift. The analysis delivers a model of perception performance. Significance. Displaying available directional information to an implant user may improve their visual performance. We present a model for designing a stimulation strategy under the constraints of existing retinal prostheses that can be exploited by retinal implant developers to strategically employ oriented phosphenes.
authors.affiliation: NeuroEngineering Laboratory, Department of Electrical & Electronic Engineering, The University of Melbourne, Australia. Centre for Neural Engineering, The University of Melbourne, Australia. NICTA, c/- Department of Electrical & Electronic Engineering, The University of Melbourne, Australia.
authors.forename: F Isabell
authors.initials: FI
authors.lastname: Kiral-Kornek
authors.forename: Elma
authors.initials: E
authors.lastname: OʼSullivan-Greene
authors.forename: Craig O
authors.initials: CO
authors.lastname: Savage
authors.forename: Chris
authors.initials: C
authors.lastname: McCarthy
authors.forename: David B
authors.initials: DB
authors.lastname: Grayden
authors.forename: Anthony N
authors.initials: AN
authors.lastname: Burkitt
mesh_terms: D006801:Humans; D009949:Orientation / Q000502:physiology*; D010364:Pattern Recognition, Visual / Q000502:physiology*; D010719:Phosphenes / Q000502:physiology*; D010775:Photic Stimulation / Q000379:methods*; D014796:Visual Perception / Q000502:physiology*; D057488:Visual Prosthesis