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 Discriminative Gait Features Based on Signal Properties of Silhouette Centroids Subject The topic of the resource Centroid; Gait; Gait cycle; Gait silhouette; Signal properties Description An account of the resource Among the biometric recognition systems, gait recognition plays an important role due to its attractive advantages over other biometric systems. One of the crucial tasks in gait recognition research is the extraction of discriminative features. In this paper, a novel and efficient discriminative feature vector using the signal characteristics of motion of centroids across video frames is proposed. These centroid based features are obtained from the upper and lower regions of the gait silhouette frames in a gait cycle. Since gait cycle contains the sequence of motion pattern and this pattern possesses uniqueness over individuals, extracting the centroid features can better represent the dynamic variations. These variations can be viewed as a signal and therefore the signal properties obtained from the centroid features contains more discriminant information of an individual. Experiments are carried out with CASIA gait dataset B and the proposed feature achieves 97.3% of accuracy using SVM classifier. 2019, Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Sugandhi K.; Raju G. Source A related resource from which the described resource is derived Communications in Computer and Information Science, Vol-1046, pp. 680-688. Publisher An entity responsible for making the resource available Springer Verlag Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-13-9942-8_63" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-13-9942-8_63</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85070216128&amp;doi=10.1007%2F978-981-13-9942-8_63&amp;partnerID=40&amp;md5=0ec8f8961c80d0d117792f50ff7ec4ef" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85070216128&amp;doi=10.1007%2f978-981-13-9942-8_63&amp;partnerID=40&amp;md5=0ec8f8961c80d0d117792f50ff7ec4ef</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18650929; ISBN: 978-981139941-1 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 Sugandhi K., Department of Information Technology, Kannur University, Kannur, 670567, Kerala, India; Raju G., Department of CSE, Faculty of Engineering, Christ (Deemed to be University), Bengaluru, 560764, Karnataka, India