安全可靠的移动应用程序:一个帮助视障人士移动的解决方案

Omer Can Eskicioglu, Muhammed Samil Ozer, Tânia Rocha, J. Barroso
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引用次数: 3

摘要

在这项研究中,提出了一个移动应用程序的开发,为视障人士。该解决方案允许助手轻松地走到外面,并警告可能出现的障碍物。具体来说,该应用程序通过音频刺激,通过手机摄像头实时识别一定距离内的危险物体,提醒用户注意即将到来的危险物体。它可以通过语音命令和/或手动操作,有两种不同的方式。此外,还可以随时保存常去地点的位置信息,用户可以使用应用程序的语音导航服务进行下次访问。此外,该应用程序可以使用只有移动电话,没有任何额外的硬件设备。它的开发是为了在IOS和Android平台上使用。初步的可用性评估已经完成,总体结果是积极的,因为它显示了86%的用户交互成功率。在未来的工作中,我们将在语音指挥系统内引入改进,也将在相机和导航服务的同步中引入改进,并为目标检测提供先进的模型训练。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Safe and Sound Mobile Application: A solution for aid people with visual disabilities' mobility
In this study, the development of a mobile application, for people with visual disabilities, is presented. The solution allows assistance to easily walk outside and be warned from the obstacles that could appear. Specifically, the application alerts, with audio stimulus, the user for the incoming dangerous objects by identifying them at a certain distance, in real time, via the phone camera. It can be used with voice commands and/or manually, in two different ways. In addition, location information of frequently visited places can be saved, at any time, and the user can use the app's audible navigation service for his/her next visit. Also, this application can be used only with the mobile phone, without any additional hardware device. It was developed to be used on both IOS and Android platforms. A preliminary usability assessment has been made and the overall results appeared positive as it was showed 86% successful rate in user interaction. In future work, we will introduce improvements within the voice command system, also in the synchronization of the camera and navigation service, and provide an advanced model training to object detection.
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