{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T06:55:49Z","timestamp":1775544949458,"version":"3.50.1"},"reference-count":54,"publisher":"Wiley","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002383","name":"King Saud University","doi-asserted-by":"publisher","award":["RSP-2021\/314"],"award-info":[{"award-number":["RSP-2021\/314"]}],"id":[{"id":"10.13039\/501100002383","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2022,2,1]]},"abstract":"<jats:p>The drones can be used to detect a group of people who are unmasked and do not maintain social distance. In this paper, a deep learning-enabled drone is designed for mask detection and social distance monitoring. A drone is one of the unmanned systems that can be automated. This system mainly focuses on Industrial Internet of Things (IIoT) monitoring using Raspberry Pi 4. This drone automation system sends alerts to the people via speaker for maintaining the social distance. This system captures images and detects unmasked persons using faster regions with convolutional neural network (faster R-CNN) model. When the system detects unmasked persons, it sends their details to respective authorities and the nearest police station. The built model covers the majority of face detection using different benchmark datasets. OpenCV camera utilizes 24\/7 service reports on a daily basis using Raspberry Pi 4 and a faster R-CNN algorithm.<\/jats:p>","DOI":"10.1155\/2022\/2103975","type":"journal-article","created":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T20:05:05Z","timestamp":1643745905000},"page":"1-13","source":"Crossref","is-referenced-by-count":49,"title":["Mask Detection and Social Distance Identification Using Internet of Things and Faster R-CNN Algorithm"],"prefix":"10.1155","volume":"2022","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8717-3881","authenticated-orcid":true,"given":"S.","family":"Meivel","sequence":"first","affiliation":[{"name":"M. Kumarasamy College of Engineering, Karur, Tamil Nadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5740-0396","authenticated-orcid":true,"given":"Nidhi","family":"Sindhwani","sequence":"additional","affiliation":[{"name":"AIIT, Amity University, Noida, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3782-0163","authenticated-orcid":true,"given":"Rohit","family":"Anand","sequence":"additional","affiliation":[{"name":"DSEU, G. B. Pant Okhla-1 Campus, New Delhi, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0353-174X","authenticated-orcid":true,"given":"Digvijay","family":"Pandey","sequence":"additional","affiliation":[{"name":"Department of Technical Education, IET Lucknow, Dr. A. P. J Abdul Kalam Technical University Lucknow, Lucknow, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2537-2439","authenticated-orcid":true,"given":"Abeer Ali","family":"Alnuaim","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, College of Applied Studies and Community Services, King Saud University, P.O. Box 22459, Riyadh 11495, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alaa S.","family":"Altheneyan","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, College of Applied Studies and Community Services, King Saud University, P.O. Box 22459, Riyadh 11495, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6878-0224","authenticated-orcid":true,"given":"Mohamed Yaseen","family":"Jabarulla","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3207-1829","authenticated-orcid":true,"given":"Mesfin Esayas","family":"Lelisho","sequence":"additional","affiliation":[{"name":"Department of Statistics, College of Natural and Computational Science, Mizan-Tepi University, Tepi, Ethiopia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2997311"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-77528-5_16"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3120717"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-5225-4100-4.ch005"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1002\/9781119769088.ch9"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1002\/9781119769170.ch12"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8856801"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/s2589-7500(19)30123-2"},{"key":"9","first-page":"1","article-title":"IoT-based system for COVID-19 indoor safety monitoring","author":"N. Petrovi\u0107","year":"2020","journal-title":"Preprint), IcETRAN"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.3390\/s20185236"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.3390\/app10217514"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.22214\/ijraset.2020.30560"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3034074"},{"issue":"7","key":"14","first-page":"965","article-title":"An application for the detection of COVID-19 face mask using OpenCV","volume":"26","author":"T. V. N. Rao","year":"2020","journal-title":"High Technology Letters"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3030090"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/UCET51115.2020.9205424"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3066538"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/jsen.2021.3061178"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3095191"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/tla.2021.9451245"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.37965\/jait.2021.0017"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1049\/trit.2018.1006"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.5555\/2969239.2969366"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/s13204-021-02036-7"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2021.109804"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-02149-6"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2345390"},{"key":"28","article-title":"SqueezeNet: AlexNet-Level Accuracy with 50x Fewer Parameters And< 0.5 MB Model Size","author":"F. N. Iandola","year":"2016"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8829829"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1080\/00207217.2017.1293173"},{"issue":"4","key":"31","first-page":"953","article-title":"Optimized smart system for transportation using RFID technology","volume":"12","author":"A. Srivastava","year":"2021","journal-title":"Mathematics in Engineering, Science and Aerospace"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1109\/WiSPNET.2017.8300029"},{"key":"33","first-page":"2228","article-title":"A review on the optimization techniques for bio-inspired antenna design","author":"R. Anand"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2015.79"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.465"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.91"},{"key":"37","article-title":"You only look once: unified, real-time object detection","author":"J. Redmon","year":"2015"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"39","article-title":"Deep convolutional networks for large-scale image recognition","author":"K. Simonyan","year":"2014"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1049\/trit.2019.0028"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.37965\/jait.2020.0051"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1109\/I2CT.2018.8529749"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2448075"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2017.522"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.1049\/trit.2019.0051"},{"key":"46","article-title":"Deep convolutional neural networks and data augmentation for acoustic event detection","author":"N. Takahashi","year":"2016"},{"key":"47","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.81"},{"key":"48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2781233"},{"issue":"1","key":"49","first-page":"65","article-title":"Speech perception & analysis of fluent digits\u2019 strings using level-by-level time alignment","volume":"2","author":"R. Anand","year":"2009","journal-title":"International Journal of Information Technology and Knowledge Management"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.37965\/jait.2020.0037"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/968361"},{"key":"52","doi-asserted-by":"publisher","DOI":"10.1140\/epjc\/s10052-019-7113-9"},{"key":"53","article-title":"Face mask detection using YOLOv3 on Google colab","author":"YOLOv3-Face-Mask-Detection","year":"2021"},{"key":"54","article-title":"Applying perspective transformations to 2d images","author":"D. Patel","year":"2021"}],"container-title":["Computational Intelligence and Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2022\/2103975.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2022\/2103975.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2022\/2103975.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T20:05:12Z","timestamp":1643745912000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/cin\/2022\/2103975\/"}},"subtitle":[],"editor":[{"given":"Gaurav","family":"Singal","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2022,2,1]]},"references-count":54,"alternative-id":["2103975","2103975"],"URL":"https:\/\/doi.org\/10.1155\/2022\/2103975","relation":{},"ISSN":["1687-5273","1687-5265"],"issn-type":[{"value":"1687-5273","type":"electronic"},{"value":"1687-5265","type":"print"}],"subject":[],"published":{"date-parts":[[2022,2,1]]}}}