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 Ear Recognition Using ResNet50 Subject The topic of the resource Deep learning; Ear recognition; GLBP; KNN; ResNet50 Description An account of the resource Deep learning techniques have become increasingly common in biometrics over the last decade. However, due to a lack of large ear datasets, deep learning models in ear biometrics are limited. To address this drawback, researchers use transfer learning based on various pre-trained models. Conventional machine learning algorithms using traditional feature extraction techniques produce low recognition results for the unconstrained ear dataset AWE. In this paper, an ear recognition model based on the ResNet-50 pretrained architecture outperforms traditional methods in terms of recognition accuracy in AWE dataset. A new feature level fusion of ResNet50 and GLBP feature is also experimented to improve the recognition accuracy compared to traditional features. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Singh D.; Raju G. Source A related resource from which the described resource is derived Lecture Notes in Electrical Engineering, Vol-828, pp. 545-551. 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/10.1007/978-981-16-7985-8_55" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-16-7985-8_55</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130910917&amp;doi=10.1007%2F978-981-16-7985-8_55&amp;partnerID=40&amp;md5=7ec08110bf99d037d9b2aee57c92ece9" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130910917&amp;doi=10.1007%2f978-981-16-7985-8_55&amp;partnerID=40&amp;md5=7ec08110bf99d037d9b2aee57c92ece9</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18761100; ISBN: 978-981167984-1 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 Singh D., Christ (Deemed to be) University, Pune, India; Raju G., Department of Computer Science and Engineering Christ (Deemed to be) University, Bengaluru, India