Development of walking support system for the visually impaired people using pre-trained AI model

Y. Murai, H. Tatsumi, Yumiko Ota, M. Miyakawa
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Abstract

it is essentially important for the visually impaired to accurately understand their surroundings. However, the only way for visually impaired people to understand their surroundings is by hearing and touch. In human support, a pointing operation is effective in which the supporter holds the hand of a visually impaired person and points his or her hand toward the surrounding object to indicate its position. The purpose of this research is to develop a system that enables visually impaired people to walk straight toward their goals. The system captures the direction ahead with a small camera held in the hand, recognizes the object in the direction of travel from the image using pre-trained AI, and presents it to the visually impaired by voice. The user sets the target object in the direction of travel from the presented objects. The system detects the deviation from the target from the camera image while walking, instructs the user the deviation and the direction of travel by voice, and assists the user to walk straight toward the target.
使用预训练的人工智能模型开发视障人士步行支持系统
对于视障人士来说,准确地了解周围环境是非常重要的。然而,视障人士了解周围环境的唯一途径是通过听觉和触觉。在人类的支持中,一种指向操作是有效的,在这种操作中,支持者握住视障人士的手,并将他或她的手指向周围的物体,以指示其位置。这项研究的目的是开发一种系统,使视障人士能够径直走向他们的目标。该系统通过手持小型摄像头捕捉前方方向,使用预先训练的人工智能从图像中识别行进方向上的物体,并通过语音将其呈现给视障人士。用户将目标对象设置在呈现对象的行进方向上。在行走过程中,系统从摄像机图像中检测到与目标的偏差,并通过语音提示用户偏差和行走方向,帮助用户笔直地朝着目标行走。
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