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 Statistical features from frame aggregation and differences for human gait recognition Subject The topic of the resource All block differences; Frame aggregation features; Human gait recognition; Inter-frame differences; One-against; Silhouette centroid Description An account of the resource Human gait recognition, an alternate biometric technique, received significant attention in the last decade. As many gait recognition applications require real-time response, the primary concern is to design efficient and straightforward gait features for human recognition. In this work, two novel gait features are proposed. Both features are designed by exploring the dynamic variations of different body parts during a gait cycle. The first feature set is based on one-against-all gait frame differences for person identification. This novel approach divides each frame in a gait cycle to blocks, compute the block sum, and then find the difference of respective block sum between the first frame and the rest. The second feature set is defined on the first-order statistics of the normalized sum of the frames in a cycle. Two other existing features- Centroid of Silhouette frames and feature values defined on Change Energy Images are also considered. Feature level fusion is realized by considering the different combinations of the four types of features. Experiments carried out with the CASIA Gait Dataset B demonstrated the proposals merit with high recognition accuracy. The outcome of the investigations is promising when compared to recent contributions. 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature. Creator An entity primarily responsible for making the resource K S.; Wahid F.F.; G R. Source A related resource from which the described resource is derived Multimedia Tools and Applications, Vol-80, No. 12, pp. 18345-18364. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s11042-021-10655-z" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s11042-021-10655-z</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101140841&amp;doi=10.1007%2Fs11042-021-10655-z&amp;partnerID=40&amp;md5=fe5bb6f38ed9ac4153e0fd0d390c1e7e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85101140841&amp;doi=10.1007%2fs11042-021-10655-z&amp;partnerID=40&amp;md5=fe5bb6f38ed9ac4153e0fd0d390c1e7e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 13807501; CODEN: MTAPF 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 K S., Department of Information Technology, Kannur University, Kannur, Kerala, India; Wahid F.F., Department of Information Technology, Kannur University, Kannur, Kerala, India; G R., Department of Computer Science and Engineering, Christ (Deemed to be University), Bengaluru, India