增强现实、TTS和中点算法在支持色觉缺陷人群中的实现

Irawati, Ahyar Muawwal, Herdianti Darwis, Harlinda Lahuddin, Sugiarti, Lilis Nur Hayati
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引用次数: 0

摘要

色盲或色觉缺陷(CVD)是一种导致患者难以识别或区分某些颜色的生理障碍。这可能会使日常工作更具挑战性,特别是在处理某些需要高视力的工作时。本研究采用增强现实(AR)、文本转语音(TTS)系统和中点算法作为彩色像素检测器,开发了一款支持心血管疾病患者的应用程序。该应用程序提供了一种使用安卓智能手机摄像头识别颜色的便捷方式。设计了四个实验来衡量应用程序是如何工作的;以饮料瓶为第一个实验对象,设计第二、第三个实验来感知同一物体不同对比的结果,第四个实验是对印刷品颜色的测试。本研究发现,该算法能够很好地识别颜色像素,TTS系统也能很好地识别颜色像素,因为在正常照明水平下,平均检测率为85%,响应时间为TTS系统的80%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Augmented Reality, TTS, and Midpoint Algorithm in Supporting People with Color Vision Deficiency
Color blindness or color vision deficiency (CVD) is a physical disorder causing patients hardly to recognize or to distinguish certain colors. It might make some tasks on daily basis more challenging particularly in dealing with certain jobs requiring high visual acuity. In this research, augmented reality (AR), text-to-speech (TTS) system, and midpoint algorithm as color pixel detector were implemented in developing an application to support people with CVD. The application provides a convenient way to recognize colors using an Android smartphone camera. Four experiments were designed to measure how the application works; a drinking bottle was used as the first experiment object, the second and third experiments were designed to perceive the result of the same object but different contrasts, the fourth is a testing on printed colors. This research has figured out that the algorithm works well to recognize the color pixel and so does the TTS system because the average result of the detection rate was 85% with normal lighting level and 80% of response time of TTS system.
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