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MirrorME：通过面部识别和个性化信息推荐算法实现基于物联网的智能镜子

MirrorME: implementation of an IoT based smart mirror through facial recognition and personalized information recommendation algorithm.

作者信息

Uddin Khandaker Mohammad Mohi, Dey Samrat Kumar, Parvez Gias Uddin, Mukta Ayesha Siddika, Acharjee Uzzal Kumar

机构信息

Department of Computer Science and Engineering (CSE), Dhaka International University (DIU), Dhaka, 1205 Bangladesh.

School of Science and Technology (SST), Bangladesh Open University (BOU), Gazipur, 1705 Bangladesh.

出版信息

Int J Inf Technol. 2021;13(6):2313-2322. doi: 10.1007/s41870-021-00801-z. Epub 2021 Sep 12.

DOI:10.1007/s41870-021-00801-z
PMID:34541449
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8435159/
Abstract

We are living in the era of the fourth industrial revolution, which also treated as 4IR or Industry 4.0. Generally, 4IR considered as the mixture of robotics, artificial intelligence (AI), quantum computing, the Internet of Things (IoT) and other frontier technologies. It is obvious that nowadays a plethora of smart devices is providing services to make the daily life of humans easier. However, in the morning most people around the globe use a traditional mirror while preparing themselves for daily tasks. The aim is to build a low-cost intelligent mirror system that can display a variety of details based on user recommendations. Therefore, in this article, Internet of Things (IoT) and AI-based smart mirror is introduced that will support the users to receive the necessary daily update of weather information, date, time, calendar, to-do list, updated news headlines, traffic updates, COVID-19 cases status and so on. Moreover, a face detection method also implemented with the smart mirror to construct the architecture more secure. Our proposed application provides a success rate of nearly 87% in interacting with the features of face recognition and voice input. The mirror is capable of delivering multimedia facilities while maintaining high levels of security within the device.

摘要

我们生活在第四次工业革命时代，它也被视为4IR或工业4.0。一般来说，4IR被认为是机器人技术、人工智能（AI）、量子计算、物联网（IoT）和其他前沿技术的融合。显然，如今大量的智能设备正在提供服务，以使人类的日常生活更轻松。然而，在早上，全球大多数人在为日常事务做准备时使用的是传统镜子。目标是构建一个低成本的智能镜子系统，该系统可以根据用户推荐显示各种细节。因此，在本文中，介绍了基于物联网（IoT）和人工智能的智能镜子，它将支持用户接收天气信息、日期、时间、日历、待办事项列表、最新新闻头条、交通更新、新冠疫情病例状况等必要的每日更新。此外，还在智能镜子中实现了一种面部检测方法，以使架构更加安全。我们提出的应用程序在与面部识别和语音输入功能交互方面的成功率接近87%。该镜子能够提供多媒体设施，同时在设备内保持高度的安全性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/05674f9f52f7/41870_2021_801_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/a460adc8bd54/41870_2021_801_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/ccd1f55151f3/41870_2021_801_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/047573170311/41870_2021_801_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/7d813eb84829/41870_2021_801_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/79b3bfc2d104/41870_2021_801_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/7cd112825fef/41870_2021_801_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/05674f9f52f7/41870_2021_801_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/a460adc8bd54/41870_2021_801_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/ccd1f55151f3/41870_2021_801_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/047573170311/41870_2021_801_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/7d813eb84829/41870_2021_801_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/79b3bfc2d104/41870_2021_801_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/7cd112825fef/41870_2021_801_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/8435159/05674f9f52f7/41870_2021_801_Fig7_HTML.jpg

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