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Computer vision guidance system for indoor navigation of visually impaired people

机译:用于视觉障碍者室内导航的计算机视觉引导系统

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Visually Impaired (VI) and blind people suffer from reduced mobility, as they cannot detect the terrain and their environment. They always need assistance and walking support systems in their daily life. Solutions have been proposed many decades ago and are rapidly improving nowadays due to the technology evolution and integration. A large number of assistance aids have been deployed in real life situations whereas other concepts remained as research ideas. This paper describes a new approach of an ambient navigation system that would help the visually impaired or blind person to move freely indoor (house, office, etc.) without the assistance of anyone. The system is composed of IP cameras attached to the ceiling of each room and the smart phone of the subject is used as human machine interface (HMI). Frames are sent to a computer that analyzes the environment, detects and recognizes objects. A computer vision guidance algorithm is designed to help the user reach his destination (or his personal item) with obstacle detection. The system is commanded by voice messages via a simple mobile application. Feedbacks (alerts, route) are voice messages returns by the application to the user. This system provides a reliable solution to assist those users in their indoor navigation providing them a correct route with obstacle avoidance.
机译:视障人士(VI)和盲人因无法检测到地形和周围环境而行动不便。他们在日常生活中始终需要帮助和步行支持系统。解决方案已在数十年前提出,由于技术的发展和集成,如今正在迅速改进。在现实生活中已部署了大量辅助工具,而其他概念仍作为研究思路。本文介绍了一种环境导航系统的新方法,该方法将帮助视障人士或盲人在没有任何人帮助的情况下在室内(房屋,办公室等)自由移动。该系统由安装在每个房间天花板上的IP摄像机组成,对象的智能手机用作人机界面(HMI)。帧被发送到分析环境,检测和识别对象的计算机。设计了一种计算机视觉引导算法,可帮助用户通过障碍物检测到达其目的地(或他的个人物品)。通过简单的移动应用程序通过语音消息命令该系统。反馈(警报,路线)是应用程序返回给用户的语音消息。该系统提供了一种可靠的解决方案,可以帮助这些用户进行室内导航,从而为他们提供正确的路线并避免障碍物。

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