The visual functions of visual prostheses such as field of view, resolution and dynamic range, seriously restrict the person's ability to navigate in unknown environments. Implanted patients still require constant assistance for navigating from one location to another. Hence, there is a need for a system that is able to assist them safely during their journey. In this work, we propose an augmented reality navigation system for visual prosthesis that incorporates a software of reactive navigation and path planning which guides the subject through convenient, obstacle-free route. It consists on four steps: locating the subject on a map, planning the subject trajectory, showing it to the subject and re-planning without obstacles. We have also designed a simulated prosthetic vision environment which allows us to systematically study navigation performance. Twelve subjects participated in the experiment. Subjects were guided by the augmented reality navigation system and their instruction was to navigate through different environments until they reached two goals, cross the door and find an object (bin), as fast and accurately as possible. Results show how our augmented navigation system help navigation performance by reducing the time and distance to reach the goals, even significantly reducing the number of obstacles collisions, compared to other baseline methods.
翻译:视觉假肢的视觉功能,如视野、分辨率和动态范围,严重限制了一个人在未知环境中航行的能力。被移植的病人仍然需要不断协助从一个地点到另一个地点的导航。因此,需要有一个能够在旅途中安全地帮助他们的系统。在这项工作中,我们建议一个强化的视觉假肢现实导航系统,其中包括一个反应导航软件和路径规划,通过方便、无障碍的路线引导对象。它包含四个步骤:在地图上定位对象,规划对象轨迹,向对象展示,并进行无障碍的再规划。我们还设计了一个模拟假肢视觉环境,使我们能够系统地研究导航性能。12个对象参加了实验。受强化的现实导航系统指导的课题是在不同环境中航行,直到它们达到两个目标,越过门并找到一个尽可能快速和准确的物体(宾)。结果显示,我们增强的导航系统如何通过缩短到达目标的时间和距离来帮助导航性能,甚至显著减少与其他基线方法相撞的障碍次数。