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Transformative reality: Augmented reality for visual prostheses

机译:变革性现实:视觉假肢的增强现实

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Visual prostheses such as retinal implants provide bionic vision that is limited in spatial and intensity resolution. This limitation is a fundamental challenge of bionic vision as it severely truncates salient visual information. We propose to address this challenge by performing real time transformations of visual and non-visual sensor data into symbolic representations that are then rendered as low resolution vision; a concept we call Transformative Reality. For example, a depth camera allows the detection of empty ground in cluttered environments that is then visually rendered as bionic vision to enable indoor navigation. Such symbolic representations are similar to virtual content overlays used in Augmented Reality but are registered to the 3D world via the user''s sense of touch. Preliminary user trials, where a head mounted display artificially constrains vision to a 25×25 grid of binary dots, suggest that Transformative Reality provides practical and significant improvements over traditional bionic vision in tasks such as indoor navigation, object localisation and people detection.
机译:诸如视网膜植入物的视觉假体提供了在空间和强度分辨率上受限的仿生视觉。该限制是仿生视觉的基本挑战,因为它会严重截断重要的视觉信息。我们建议通过将视觉和非视觉传感器数据实时转换为符号表示形式,然后将其呈现为低分辨率视觉来应对这一挑战。我们称之为“变革性现实”的概念。例如,深度摄像头可以检测杂乱环境中的空地面,然后将其可视化为仿生视觉,以实现室内导航。这样的符号表示类似于增强现实中使用的虚拟内容叠加,但是通过用户的触觉被注册到3D世界。初步的用户试用(在头戴式显示器上将视觉人工限制在25×25的二进制点网格中)表明,在诸如室内导航,对象定位和人员检测等任务中,“变形现实”相对于传统的仿生视觉提供了实用且显着的改进。

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