Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource IoT-based smart healthcare video surveillance system using edge computing Subject The topic of the resource Ambient assistive living; Edge computing; Elderly people fall detection; Healthcare application; Smart video surveillance Description An account of the resource Managing distributed smart surveillance system is identified as a major challenging issue due to its comprehensive aggregation and analysis of video information on the cloud. In smart healthcare applications, remote patient and elderly people monitoring require a robust response and alarm alerts from surveillance systems within the available bandwidth. In order to make a robust video surveillance system, there is a need for fast response and fast data analytics among connected devices deployed in a real-time cloud environment. Therefore, the proposed research work introduces the Cloud-based Object Tracking and Behavior Identification System (COTBIS) that can incorporate the edge computing capability framework in the gateway level. It is an emerging research area of the Internet of Things (IoT) that can bring robustness and intelligence in distributed video surveillance systems by minimizing network bandwidth and response time between wireless cameras and cloud servers. Further improvements are made by incorporating background subtraction and deep convolution neural network algorithms on moving objects to detect and classify abnormal falling activity monitoring using rank polling. Therefore, the proposed IoT-based smart healthcare video surveillance system using edge computing reduces the network bandwidth and response time and maximizes the fall behavior prediction accuracy significantly comparing to existing cloud-based video surveillance systems. 2021, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. Creator An entity primarily responsible for making the resource Rajavel R.; Ravichandran S.K.; Harimoorthy K.; Nagappan P.; Gobichettipalayam K.R. Source A related resource from which the described resource is derived Journal of Ambient Intelligence and Humanized Computing, Vol-13, No. 6, pp. 3195-3207. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s12652-021-03157-1" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s12652-021-03157-1</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103277065&amp;doi=10.1007%2Fs12652-021-03157-1&amp;partnerID=40&amp;md5=9a05db2020151d770b1dcc15e1a6fa8d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103277065&amp;doi=10.1007%2fs12652-021-03157-1&amp;partnerID=40&amp;md5=9a05db2020151d770b1dcc15e1a6fa8d</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18685137 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Rajavel R., Department of CSE, Galgotias University, Uttar Pradesh, Greater Noida, India; Ravichandran S.K., Department of CSE, Christ University, Bangalore, India; Harimoorthy K., Department of CSE, Christ University, Bangalore, India; Nagappan P., Department of CSE, Galgotias University, Uttar Pradesh, Greater Noida, India; Gobichettipalayam K.R., Wireless Networks, Springer Asia Ltd, Chennai, India