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 A comprehensive survey on machine learning techniques to mobilize multi-camera network for smart surveillance Subject The topic of the resource Computer vision; Edge computing; Fog computing; Internet of things; Machine learning; Object detection; Object tracking Description An account of the resource Deploying a web of CCTV cameras for surveillance has become an integral part of any smart citys security procedure. This, however, has led to a steady increase in the number of cameras being deployed. These cameras generate a large amount of data, which needs to be further analyzed. Our next step is to achieve a network of cameras spread across a city that does not require any human assistance to detect, recognize and track a person. This paper incorporates various algorithmic techniques used in order to make surveillance systems and their use cases so as to enable less human intervention dependent as much as possible. Even though many of these methods do carry out the task graciously, there are still quite a few obstructions such as computational resources required for model building, training time for the models, and many more issues that hinder the process and hence, constrain the possibility of easy implementation. In this paper, we also intend to shift the paradigm by providing evidence toward the use of technologies like Fog computing and edge computing coupled with the surveillance technology trends, which can help to achieve the goal in a sustainable manner with lesser overheads. 2023, The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature. Creator An entity primarily responsible for making the resource Dharan A.M.; Mukhopadhyay D. Source A related resource from which the described resource is derived Innovations in Systems and Software Engineering 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s11334-023-00533-2" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s11334-023-00533-2</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174630576&amp;doi=10.1007%2Fs11334-023-00533-2&amp;partnerID=40&amp;md5=bfc4af2a46aedf7ec47ae37ac3f2fe80" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174630576&amp;doi=10.1007%2fs11334-023-00533-2&amp;partnerID=40&amp;md5=bfc4af2a46aedf7ec47ae37ac3f2fe80</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 16145046 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 Dharan A.M., Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India; Mukhopadhyay D., Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India