Design of a Wearable Assistive System for Visually Impaired People

被引:1
|
作者
He-Astudillo, Yigay [1 ]
Reyes-Rogget, Marcelo [1 ]
Lopez, Felipe A. [2 ]
Lopez-Martinez, Ignacio N. [3 ]
Linfati, Rodrigo [4 ]
Morillo, Daniel [5 ]
Gatica, Gustavo [1 ]
机构
[1] Univ Andres Bello, Engn Fac, Antonio Varas 880, Santiago 7500971, Chile
[2] Univ Acad Humanismo Cristiano, Inst Humanidades, Ave Condell 282, Providencia, Santiago De Chi, Chile
[3] Pontificia Univ Catolica Chile, Inst Fis, Santiago, Chile
[4] Univ Bio Bio, Concepcion, Chile
[5] Pontificia Univ Javeriana Cali, Cali, Colombia
关键词
Visual impairment; Machine learning; Face recognition; Obstacle detection; Ultrasonic sensor; Identifying objects; OBSTACLE DETECTION; PROPOSAL;
D O I
10.1007/978-3-031-10539-5_9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At least 2.2 billion people are visually impaired, with the main problem being a lack of autonomy and safety when moving around the city. To solve those needs, a wearable assistive system for vision impairment people, with low cost and open-source applications, integrating machine learning and deep learning was developed. We used a mixed methodology, including semi-structured interviews with visually impaired people and specialists in visually impaired needs, including them both in the design process. This allowed us to have an understatement of the specific needs and to generate improvements in the design. The results are auspicious for the feasibility of this type of development, the main considerations and lessons learned are noted, leaving some opportunities for future research.
引用
收藏
页码:123 / 135
页数:13
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