Assisted Guidance for the Blind Using the Kinect Device

V. Filipe, Nuno Faria, H. Paredes, H. Fernandes, J. Barroso
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引用次数: 7

Abstract

This paper proposes a real-time system to provide location based guidance and obstacle avoidance of blind persons in indoor environments. The system integrates navigation features based on visual recognition of markers and the detection and classification of possible obstacles in front of the blind person. The system uses the Microsoft Kinect sensor to acquire RGB-D images of the scene. The RGB camera provides input for a real-time tracking algorithm which identifies a trained set of wall-mounted visual markers. The user's pose is estimated combining marker information with GIS data. Depth information is used to classify nearby obstacles. The results of experimental tests with two blind subjects are presented and discussed.
使用Kinect设备的盲人辅助引导
本文提出了一种基于位置的室内盲人导航与避障实时系统。该系统集成了基于视觉识别标记的导航功能,以及对盲人前方可能存在的障碍物的检测和分类。该系统使用微软Kinect传感器获取场景的RGB-D图像。RGB相机为实时跟踪算法提供输入,该算法识别一组经过训练的挂在墙上的视觉标记。结合标记信息和GIS数据估计用户姿态。深度信息用于对附近的障碍物进行分类。本文介绍并讨论了两名盲试的实验结果。
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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