一种基于视觉的视障人士语音控制室内助理机器人

Saifuddin Mahmud, Redwanul Haque Sourave, M. Islam, Xiangxu Lin, Jong-Hoon Kim
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引用次数: 10

摘要

随着视障人群数量的不断增加,对辅助机器人的需求也越来越大。对于视障人士来说,“独立生活”是重建尊严和自信的关键,而这正是辅助机器人所能实现的。本文介绍了一种个人助理机器人的设计和开发,该机器人通过语音命令控制,利用本研究开发的相关因子(CRF)算法来寻找和确定室内环境中物体的相对位置。所提出的辅助机器人是一种半人形机器人,由位于其身体不同位置的多个摄像头组成。摄像头用于自主运动、目标检测、距离测量和运动规划。此外,机器人让用户了解其行动的结果,增加了机器人的有用性。为了验证所提出的系统并测量其性能,在室内环境中进行了成功的实验。实验结果表明,所提出的辅助机器人的所有动作都具有较高的精度,能使视障人士感受到室内环境的安全、方便和舒适。
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A Vision based Voice Controlled Indoor Assistant Robot for Visually Impaired People
Due to ever-increasing number of visually impaired people, the demands of assistant robots have been growing significantly. For the visually impaired, "independent living" which is the key to rebuild the dignity and self-confidence that can be achieved by assistant robot. This paper describes the design and development of a personal assistant robot, which is controlled by voice commands to find and determine the relative location of the object in the indoor environment with a corelation factor (CRF) algorithm developed in this study. The proposed assistant robot is a semi-humanoid robot consists of several cameras on the different location of its body. The cameras are used for autonomous movement, object detection, distance measurement, and motion planning. In addition, the robot keeps the user informed about the outcomes of its actions increases the usefulness of the robot. To justify the proposed system and measure its performance, successful experiments were conducted in indoor environments. The experimental results demonstrate that the proposed assistant robot performs all of its actions with high accuracy which will make visually impaired people feel the indoor environment safe, convenient and comfortable.
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