Smart_Eye:通过智能应用程序为视障人士提供导航和障碍物检测

Q3 Engineering
Bhasha Pydala, T. P. Kumar, K. Baseer
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引用次数: 4

摘要

视觉在我们的生活中极其重要。失明对任何人来说都是一个严重的问题。根据世界卫生组织的数据,世界上六分之一的人口患有视力障碍。根据世界卫生组织(世卫组织)2021年12月公布的统计数据,全世界有2.83亿多人患有视力问题,其中包括3900万盲人和2.28亿低视力者。在不熟悉的环境中导航对部分视力和视力受损的人来说是一个重大挑战。改善物体位置和内容的视觉信息可以帮助在不熟悉的环境中导航。多年来,人们一直在努力开发各种设备来帮助视障人士,提高他们的生活质量。在过去的几十年里,人们做出了无数的努力来开发小工具,以帮助视障人士,并通过努力使他们熟练来提高他们的生活质量。有许多现有的导航选择可以帮助这些人。然而,在实践中,导航替代方案很少被采用和实现。对于普遍使用来说,这些小玩意要么太重,要么太贵。在强调相关优势和局限性的同时,有必要为视力障碍人士生产一种成本最低的辅助装置。该模型通过人工智能和传感器技术的智能应用,为贵宾们提供了一个有效的解决方案。智能应用程序捕获并分类图像。障碍物是通过超声波传感器探测到的。用户可以通过语音命令来感知路径上的障碍物。所提出的模型在定性和定量的绩效衡量方面对vip非常有帮助。这样就可以根据对视障人士生活的潜在影响对所评估的系统进行排名。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart_Eye: A Navigation and Obstacle Detection for Visually Impaired People through Smart App
Vision is extremely important in our lives. The loss of sight is a serious issue for anyone. According to the WHO, one-sixth of the world's population suffers from vision impairment. According to World Health Organization (WHO) statistics published in December 2021, more than 283 million people worldwide suffer from sight problems, including 39 million blind people and 228 million people with low vision. Navigation in unfamiliar environments is a significant challenge for the partially sighted and visually impaired. Improving visual information on object location and content can aid navigation in unfamiliar environments. Many efforts have been made over the years to develop various devices to assist the visually impaired and improve their quality of life. Numerous efforts have been made over the decades to develop gadgets to support the visually impaired as well as enhance the quality of their lives by trying to make them skilled. There are many existing navigation alternatives that can aid these people. However, in practice, navigation alternatives are infrequently adopted and implemented. For universal use, many of these gadgets are either too heavy or too expensive. While emphasizing related strengths and limitations, it is necessary to produce a minimally expensive assistive device for people with visual disabilities. The proposed model provides an efficient solution for VIPs to roam from place to place by themselves through smart applications with AI and sensor technology. The smart application captures and classifies the images. The obstacles are detected through ultrasonic sensors. The user can get a sense of the obstacles in the path through voice command. The proposed model is very helpful for the VIPs in terms of qualitative and quantitative performance measures. This enables a ranking of the evaluated systems according to their potential influence on Visually Impaired people's lives.  
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来源期刊
CiteScore
1.50
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0.00%
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4 weeks
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