Indoor navigation system based on computer vision using CAMShift and D* algorithm for visually impaired

CO Manlises, A. Yumang, M. Marcelo, Ajb Adriano, Jrv Reyes
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引用次数: 20

Abstract

Visually impaired suffers from having a hard time to navigate to their destination with just the use of canes. Many researches have been created to provide the visually impaired the ability to navigate freely but they usually have comfortability problem as their system requires many devices to be worn. In this paper, the researchers provides a navigation system that allows the visually impaired to navigate indoor and get to their destination by only wearing a Bluetooth headset. The Bluetooth headset is used for two way communication between the visually impaired and the system. The system uses Continuously Adaptive Mean-Shift (CAMShift) algorithm to detect the visually impaired, obstacles and destination with image processing and D* algorithm to determine the shortest path required to get into the destination. The system also uses voice recognition for the input of the visually impaired. The system has been able to provide an effective and more comfortable way of navigation system for the visually impaired.
基于CAMShift和D*算法的计算机视觉室内导航系统
视力受损的人很难只用拐杖导航到目的地。许多研究都致力于为视障人士提供自由导航的能力,但由于他们的系统需要佩戴许多设备,因此通常存在舒适问题。在论文中,研究人员提供了一种导航系统,使视障人士只需戴上蓝牙耳机就能在室内导航并到达目的地。蓝牙耳机用于视障人士和系统之间的双向通信。该系统采用连续自适应Mean-Shift (CAMShift)算法检测视障人士、障碍物和目的地,并进行图像处理,采用D*算法确定到达目的地所需的最短路径。该系统还为视障人士的输入使用语音识别。该系统为视障人士提供了一种有效、舒适的导航方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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