视障人士户外行动辅助及听觉显示新架构

Wasiq Khan, A. Hussain, Bilal Khan, R. Nawaz, T. Baker
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引用次数: 5

摘要

视障人士的户外活动由于场景和环境的动态变化,一直是一个挑战。已经引入了各种系统来帮助贵宾的移动性,包括安装传感器的手杖和机器智能的使用。然而,这些系统在动态变化的环境中导航vip时并不可靠。相关的挑战是强大的感知和避免不同类型的障碍,动态建模不断变化的环境状态(例如移动的物体,道路工程),以及有效的沟通来解释环境状态和危害。在本文中,我们提出了一种智能可穿戴听觉显示框架,该框架将处理实时视频和多传感器数据流,从而:a)识别障碍物类型;b)识别周围的场景/物体及其属性(如几何形状、大小、形状、与用户的距离);c)自动生成所识别的障碍物/物体及其属性的描述性信息;d)以视听形式生成准确、精确、可靠的空间信息和相应的指令,以辅助或不借助传统手段安全导航。
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Novel Framework for Outdoor Mobility Assistance and Auditory Display for Visually Impaired People
Outdoor mobility of Visually Impaired People (VIPs) has always been challenging due to the dynamically varying scenes and environmental states. Variety of systems have been introduced to assist VIPs’ mobility that include sensor mounted canes and use of machine intelligence. However, these systems are not reliable when used to navigate the VIPs in dynamically changing environments. The associated challenges are the robust sensing and avoiding diverse types of obstacles, dynamically modelling the changing environmental states (e.g. moving objects, road-works), and effective communication to interpret the environmental states and hazards. In this paper, we propose an intelligent wearable auditory display framework that will process real-time video and multi-sensor data streams to: a) identify the type of obstacles, b) recognize the surrounding scene/objects and corresponding attributes (e.g. geometry, size, shape, distance from user), c) automatically generate the descriptive information about the recognized obstacle/objects and attributes, d) produce accurate, precise and reliable spatial information and corresponding instructions in audio-visual form to assist and navigate VIPs safely with or without the assistance of traditional means.
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