首页> 外文期刊>Vision Research: An International Journal in Visual Science >Simulation of artificial vision: II. Eccentric reading of full-page text and the learning of this task.
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Simulation of artificial vision: II. Eccentric reading of full-page text and the learning of this task.

机译:模拟人工视觉:II。整整阅读全文并学习这项任务。

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Reading of isolated words in conditions mimicking artificial vision has been found to be a difficult but feasible task. In particular at relatively high eccentricities, a significant adaptation process was required to reach optimal performances [Vision Res. 43 (2003) 269]. The present study addressed the task of full-page reading, including page navigation under control of subject's own eye movements. Conditions of artificial vision mimicking a retinal implant were simulated by projecting stimuli with reduced information content (lines of pixelised text) onto a restricted and eccentric area of the retina. Three subjects, naive to the task, were trained for almost two months (about 1 h/day) to read full-page texts. Subjects had to use their own eye movements to displace a 10 degrees x7 degrees viewing window, stabilised at 15 degrees eccentricity in their lower visual field. Initial reading scores were very low for two subjects (about 13% correctly read words), and astonishingly high for the third subject (86% correctly read words). However, all of them significantly improved their performance with time, reaching close to perfect reading scores (ranging from 86% to 98% correct) at the end of the training process. Reading rates were as low as 1-5 words/min at the beginning of the experiment and increased significantly with time to 14-28 words/min. Qualitative text understanding was also estimated. We observed that reading scores of at least 85% correct were necessary to achieve 'good' text understanding. Gaze position recordings, made during the experimental sessions, demonstrated that the control of eye movements, especially the suppression of reflexive vertical saccades, constituted an important part of the overall adaptive learning process. Taken together, these results suggest that retinal implants might restore full-page text reading abilities to blind patients. About 600 stimulation contacts, distributed on an implant surface of 3x2 mm(2), appear to be a minimum to allow for useful reading performance. A significant learning process will however be required to reach optimal performance with such devices, especially if they have to be placed outside the foveal area.
机译:已经发现在模仿人工视觉的条件下阅读孤立的单词是一项困难但可行的任务。特别是在偏心率较高的情况下,需要大量的调整过程才能达到最佳性能[Vision Res。 43(2003)269]。本研究解决了全页阅读的任务,包括在对象自己的眼球运动控制下进行页面导航。通过将具有减少的信息内容(像素化文本的行)的刺激投射到视网膜的受限且偏心的区域上,来模拟模仿视网膜植入物的人工视觉条件。天真的三名受试者接受了将近两个月(约1小时/天)的培训,以阅读整篇文章。受试者必须使用自己的眼睛运动来移动10度x7度的观察窗,并在其下部视野中将偏心率稳定在15度。两名受试者的初始阅读分数非常低(正确阅读单词的比例约为13%),而第三名受试者的阅读分数却非常高(正确阅读单词的比例为86%)。但是,随着时间的推移,他们所有人的表现都得到了显着改善,在训练过程结束时,他们的阅读分数接近完美(正确率从86%到98%不等)。在实验开始时,读取速度低至1-5个字/分钟,并随时间显着增加至14-28个字/分钟。还估计了定性的文本理解。我们观察到至少达到85%的正确阅读分数是获得“良好”文本理解所必需的。在实验过程中进行的凝视位置记录表明,控制眼球运动,尤其是抑制反射性垂直扫视,是整个适应性学习过程的重要组成部分。综上所述,这些结果表明,视网膜植入物可能会恢复盲人患者的整页文本阅读能力。分布在3x2 mm(2)的植入物表面上的大约600个刺激触点似乎是最小的,以允许有用的读取性能。然而,将需要大量的学习过程以使用这种装置达到最佳性能,特别是如果必须将它们放置在中央凹区域之外。

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