Kiral-Kornek F Isabell, OʼSullivan-Greene Elma, Savage Craig O, McCarthy Chris, Grayden David B, Burkitt Anthony N
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.
J Neural Eng. 2014 Dec;11(6):066002. doi: 10.1088/1741-2560/11/6/066002. Epub 2014 Oct 13.
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.
目的。视网膜假体的刺激策略主要致力于直接编码图像亮度值,而非边缘方向。近期研究表明,通过控制相邻电极之间的相互作用,有可能生成定向椭圆光幻视。基于此,我们提出一种用于假体视觉的新型刺激策略,该策略从强度图像中提取边缘方向信息,并将其编码为定向椭圆光幻视。我们检验了这样一个假设:通过定向椭圆光幻视编码边缘方向比基于标准强度的编码能带来更好的字母识别效果。方法。我们对12名视力正常的志愿者进行了模拟光幻视视觉的心理物理学研究。将两种刺激策略与字母大小变化、电极缺失以及光幻视的空间偏移进行了比较。主要结果。与直接灰度编码(47%)相比,新提出的刺激策略(65%)的平均字母识别准确率显著更高。所有检测参数——刺激大小、光幻视缺失和位置偏移——均被发现会影响性能,光幻视缺失与刺激大小之间以及光幻视缺失与光幻视位置偏移之间存在显著的双向交互作用。该分析得出了一个感知性能模型。意义。向植入用户展示可用的方向信息可能会提高他们的视觉性能。我们提出了一个在现有视网膜假体限制条件下设计刺激策略的模型,视网膜植入开发者可利用该模型有策略地采用定向光幻视。