首页> 外文期刊>International Journal of Artificial Intelligence Tools: Architectures, Languages, Algorithms >FUNCTIONAL ASSESSMENT OF A CAMERA PHONE-BASED WAYFINDING SYSTEM OPERATED BY BLIND AND VISUALLY IMPAIRED USERS
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FUNCTIONAL ASSESSMENT OF A CAMERA PHONE-BASED WAYFINDING SYSTEM OPERATED BY BLIND AND VISUALLY IMPAIRED USERS

机译:盲人和视力障碍者操作的基于照相机电话的寻路系统的功能评估

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摘要

We describe a way finding system for blind and visually impaired persons that uses a camera phone to determine the user's location with respect to color markers, posted at locations of interest (such as offices), which are automatically detected by the phone. The color marker signs are specially designed to be detected in real time in cluttered environments using computer vision software running on the phone; a novel segmentation algorithm quickly locates the borders of the color marker in each image, which allows the system to calculate how far the marker is from the phone. We present a model of how the user's scanning strategy (i.e. how he/she pans the phone left and right to find color markers) affects the system's ability to detect color markers given the limitations imposed by motion blur, which is always a possibility whenever a camera is in motion. Finally, we describe experiments with our system tested by blind and visually impaired volunteers, demonstrating their ability to reliably use the system to find locations designated by color markers in a variety of indoor and outdoor environments, and elucidating which search strategies were most effective for users.
机译:我们描述了一种针对盲人和视力障碍者的寻路系统,该系统使用照相手机来确定用户相对于标记的位置,这些标记被张贴在感兴趣的位置(例如办公室),并且由电话自动检测到。颜色标记标志经过特殊设计,可以使用在手机上运行的计算机视觉软件在混乱的环境中实时检测;一种新颖的分割算法可以在每个图像中快速定位颜色标记的边界,从而使系统能够计算出标记与手机之间的距离。我们给出了一个模型,该模型考虑了运动模糊带来的限制,用户的扫描策略(即,他/她左右摇动手机以查找颜色标记)如何影响系统检测颜色标记的能力,无论何时,相机在运动。最后,我们描述了由盲人和视力障碍志愿者测试的系统实验,展示了他们在各种室内和室外环境中可靠地使用该系统查找由颜色标记指定的位置的能力,并阐明了哪种搜索策略对用户最有效。

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