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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 On Automatic Target Recognition (ATR) using Inverse Synthetic Aperture Radar Images Subject The topic of the resource Automatic Target Recognition; Deep learning; Feature extraction; Image Classification; ISAR Image Detection; Ship Classification Description An account of the resource Inverse Synthetic Aperture Radar (ISAR) is used to image sea surface targets during day/night and all-weather capabilities for applications such as coastal surveillance, ship self-defense, suppression of drug trafficking etc. Hence automating classification of ships by means of machine learning methods has become more significant. Typical classification approaches consist of pre-processing, feature extraction and processing by classifiers. Image processing techniques are applied for pre-processing ISAR images. Transformation invariant features are then extracted to which classifiers such as SVM, Neural Networks (NNs) are applied. The performance of these algorithms depend on the manually chosen features and is trained to perform well for different target profiles. The target image (profile of target) varies depending on the target type, aspect angle and motion introduced due to different sea states. In addition, Deep learning methods are also being explored for classification of ships. The challenge is to classify ships for different sea conditions and image acquisition parameters with limited database and processing resource. 2023 IEEE. Creator An entity primarily responsible for making the resource Sudarson Rama Perumal T.; Gaurav G.S.; Helen Josephine V.L.; Joshua Samuel Raj R. Source A related resource from which the described resource is derived 6th International Conference on Inventive Computation Technologies, ICICT 2023 - Proceedings, pp. 953-956. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/ICICT57646.2023.10134428" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICICT57646.2023.10134428</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163540791&amp;doi=10.1109%2FICICT57646.2023.10134428&amp;partnerID=40&amp;md5=1d810dbce0359215bca2aca7ef444f55" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163540791&amp;doi=10.1109%2fICICT57646.2023.10134428&amp;partnerID=40&amp;md5=1d810dbce0359215bca2aca7ef444f55</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835039849-6 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sudarson Rama Perumal T., Dept. of CSE, Rohini College of Engineering and Technology, TamilNadu, India; Gaurav G.S., Dept. of. ISE, CMR Institute of Technology, Bengaluru, India; Helen Josephine V.L., Business Analytics, School of Business and Management, Christ University, Bangalore, India; Joshua Samuel Raj R., Faculty of EDICT, Bahrain Polytechnic, Isa Town, Bahrain