IoT based Face Mask and Body Temperature Detection System for Covid-19: A Review

Sushant J. Pawar, Swati S. Pawar, Prathmesh Ausarkar, Ashok Tribhuvan, Jagruti Thoke

Abstract


Due to the COVID-19 pandemic, it is mandatory to wear a face mask in public spaces, wearing a mask properly offers maximum safety against viral transmission of covid. The temperature of the body has also become an important factor in determining whether an individual is healthy or affected. In this system, we design a real-time model to satisfy current demand to detect the mask-wearing percentage and body temperature of a person before he or she enters a public space. In this system, we used face detection method to detect a mask position and body temperature detection with the help of an Arduino and temperature sensor. We used an ESP camera and temperature sensor to capture input images and measure a person’s temperature, respectively. The output of these experiments is a live video streaming that shows accurate information about whether a person is wearing a mask properly or not and whether his or her body temperature is right or is it below the threshold temperature range. if it is above or below then the door will not open and the indicator Red light will glow with the beep of buzzer or if it is satisfied level then the door

References


Bhupesh Aneja, Shashank Singh, Utkarsh Chandna, Vaishali Maheshwari,” REVIEW OF TEMPERATURE MEASUREMENT AND

CONTROL”,PP.1-10, January 2014.

Maxim Integrated Products inc, “how to measure body temperature using

the health sensor platform”, PP.1-7.

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, “Deep Residual

Learning for Image Recognition”, PP.1-12, 10 Dec 2015.

Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun,” Faster

R-CNN: Towards Real-Time Object Detection with Region Proposal

Networks”,PP.1-14, 6 Jan 2016.

Joseph Redmon, Ali Farhadi,” YOLO9000: Better, Faster, Stronger”, PP

.1-9, 25 Dec 2016.

Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott

Reed, Cheng-Yang F u , Alexander C.Maxim Integrated Products inc,

“how to measure body temperature using the health sensor platform”,

PP.1-7.

Hurriyatul Fitriyah , Aditya Rachmad , Gembong Edhi Setyawan,”

Automatic Measurement of Human Body Temperature on Thermal Image

Using Knowledge-Based Criteria”, Journal of Information Technology

and Computer Science, PP.92-99, Volume 2, Number 2, 2017.

Tsung-Yi Lin, Priya Goyal, Ross Girshick ,Kaiming He, Piotr Dollar

“Focal Loss for Dense Object Detection”,PP.1-10, 7 Feb 2018.

Wenhong yu,chenlu luo and kuan wan,”Body Temperature detection and

data collection during COVID-19”E3S Web of conference233,PP.1-4,

Mohammad Marufur Rahman, Md. Motaleb Hossen Manik, Md. Milon

Islam, Saifuddin Mahmud, Jong-Hoon Kim,” An Automated System

to Limit COVID-19 Using Facial Mask Detection in Smart City

Network”,PP.1-5, march 20,2020.

Giovanni Battista Dell’Isola, Elena Cosentini, Laura Canale 3, Giorgio

Ficco 4 and Marco Dell’Isola,” Noncontact Body Temperature Measurement: Uncertainty Evaluation and Screening Decision Rule to Prevent the

Spread of COVID-19”,PP.1-20, 6 January 2021

Xiangjie Kong , Senior Member, IEEE, Kailai Wang , Shupeng Wang,

Member, IEEE, Xiaojie Wang , Xin Jiang , Yi Guo, Guojiang Shen , Xin

Chen , and Qichao N,” Real-Time Mask Identification for COVID-19:

An Edge-Computing-Based Deep Learning Framework”, ieee internet of

things journal,pp.1-10, vol. 8, no. 21, november 1, 2021

Quanzeng Wang, Yangling Zhou, Pejman Ghassemi,David McBride,

Jon P. Casamento and T. Joshua Pfefer, “Infrared Thermography for

Measuring Elevated Body Temperature: Clinical Accuracy, Calibration,

and Evaluation”,PP.1-25, 6January 2021.

Sunil Singh, Umang Ahuja, Munish Kumar, Krishan Kumar & Monika

Sachdeva, “Face mask detection using YOLOv3 and faster R-CNN

models: COVID-19 environment”, PP. 19753–19768, Multimedia Tools

and Applications (2021), DOI: 1 March 2021.

Ashlesha D. Mahalle, Mr.Rahul Nawkhar and Mr.Ashish Bandre, “Artificial Intelligence Based MaskDetectionWith Thermal Scanning and

Hand Sanitization Based Entry System”, PP. 299-304, Turkish Journal

of Computer and Mathematics Education, Vol.12 No.13 (2021), DOI: 4

June 2021.

B Varshini, HR Yogesh, Syed Danish Pasha, Maaz Suhail, V Madhumitha, Archana Sas “IoT-Enabled smart doors for monitoring body

temperature and face mask detection”, Global Transitions Proceedings 2

(2021) PP.246–254

G K Jakir Hussain , R Priya, S Rajarajeswari , P Prasanth ,N

Niyazuddeen,” The Face Mask Detection Technology for Image Analysis

in the Covid-19 Surveillance System”, Journal of Physics: Conference

Series,PP.1-8, 23 February 2022.


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