A Hybrid Alert System for Deaf People using Context-Aware Computing and Image Processing

Maythem K. Abbas, Bie Tong, Raid Abdulla
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引用次数: 1

Abstract

The life of deaf people or People with Hearing Impairments (PHIs) is difficult as they have to face challenges in identifying sounds like a visitor pressing the doorbell. The traditional doorbell uses an audio signal to notify people. However, it does not notify PHIs because PHIs are insensitive to sound. Due to the lack of help from support services, PHIs may not have normal daily lives. Therefore, it is necessary to propose an efficient doorbell solution in helping PHIs to be notified, and the intangible benefit for PHIs is that it will reduce their dependency on their families in their daily lives. This paper proposes a hybrid (Image Processing and Context-Aware Computing) alert system that would notify PHIs by using visual communication signals and tactile cues instead of audio signals. Compared with the existing solutions, the enhanced face recognition feature included in the proposed system design, made it smart enough to know when the visitor’s image has to be snapped or not and how to reduce the transmission time of the image. In addition, what is context aware, and how the context aware feature will benefit the system design is also discussed. On the other hand, the intangible benefit of this research would be helping PHIs by reducing their dependency on others and building their self-confidence.
基于上下文感知计算和图像处理的聋人混合报警系统
聋人或听障人士(PHIs)的生活很艰难,因为他们必须面对识别访客按门铃的声音的挑战。传统的门铃使用音频信号来通知人们。但是,它不会通知PHIs,因为PHIs对声音不敏感。由于缺乏支援服务,公共卫生工作者可能无法正常生活。因此,有必要提出一种有效的门铃解决方案来帮助公共卫生信息的通报,而公共卫生信息的无形利益是减少他们在日常生活中对家庭的依赖。本文提出了一种混合(图像处理和上下文感知计算)警报系统,该系统将通过使用视觉通信信号和触觉线索而不是音频信号来通知PHIs。与现有的解决方案相比,所提出的系统设计中包含了增强的人脸识别特征,使得系统足够智能,可以知道何时需要拍摄访问者的图像以及如何减少图像的传输时间。此外,还讨论了什么是上下文感知,以及上下文感知特性对系统设计的好处。另一方面,这项研究的无形利益将通过减少他们对他人的依赖和建立他们的自信来帮助他们。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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