{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:25:59Z","timestamp":1760171159282,"version":"3.40.5"},"reference-count":29,"publisher":"Informa UK Limited","issue":"1","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"published-print":{"date-parts":[[2021,1,2]]},"DOI":"10.1080\/21681163.2020.1805798","type":"journal-article","created":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T03:21:42Z","timestamp":1597807302000},"page":"28-38","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":5,"title":["A Dual Stream Model for Activity Recognition: Exploiting Residual- CNN with Transfer Learning"],"prefix":"10.1080","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8527-1162","authenticated-orcid":false,"given":"Roshan","family":"Singh","sequence":"first","affiliation":[{"name":"Department of CSE, Indian Institute of Technology (BHU), Varanasi, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajat","family":"Khurana","sequence":"additional","affiliation":[{"name":"Department of CSE, IK Gujral Punjab Technical University, Kapurthala, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alok Kumar Singh","family":"Kushwaha","sequence":"additional","affiliation":[{"name":"Department of CSE, Guru Ghasidas University, Bilaspur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajeev","family":"Srivastava","sequence":"additional","affiliation":[{"name":"Department of CSE, Indian Institute of Technology (BHU), Varanasi, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2020,8,17]]},"reference":[{"key":"cit0001","unstructured":"Andrew Z, Joao C, Karen S, Will K, Brian Z, Chloe H, Sudheendra V, Fabio V, Tim G, Trevor B. 2017. The kinetics human action video dataset. arXiv:1705 06950 [Cs CV]"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25446-8_4"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1109\/34.910878"},{"key":"cit0004","unstructured":"Chaudhary S, Murala S. 2018. \u201cTSNet: deep network for human action recognition in Hazy videos.\u201d2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, 2018, 3981\u20133986."},{"key":"cit0005","doi-asserted-by":"crossref","unstructured":"Feichtenhofer C, Pinz A, Zisserman A, \u201cconvolutional two-stream network fusion for video action recognition,\u201d 2016.","DOI":"10.1109\/CVPR.2016.213"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.59"},{"key":"cit0007","unstructured":"Karpathy A, Toderici G, Shetty S, Leung T, Sukthankar R, Li FF. 2014. \u201cLarge-Scale Video Classification with Convolutional Neural Networks,\u201d\u00a02014 IEEE Conference on Computer Vision and Pattern Recognition, Columbus, OH, 2014, 1725\u20131732."},{"volume-title":"SkeletonNet : mining Deep Part Features for 3D Action Recognition","year":"2016","author":"Ke Q","key":"cit0008"},{"key":"cit0009","unstructured":"Kuehne H, Jhuang H, Garrote E, Poggio T, Serre T. 2011. \u201cHMDB: A large video database for human motion recognition.\u201d2011 International Conference on Computer Vision, Barcelona, 2011, 2556\u20132563."},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-005-1838-7"},{"key":"cit0011","unstructured":"Li C., Q. Zhong, and D. Xie, 2017. \u201cSkeleton-Based Action Recognition with Convolutional Neural Networks.\u201d July, pp. 597\u2013600."},{"key":"cit0012","first-page":"248","author":"Li -F-F","year":"2009","journal-title":"2009 IEEE Conf Comput Vis Pattern Recognit"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206744"},{"key":"cit0014","doi-asserted-by":"crossref","first-page":"428","DOI":"10.3389\/fpsyg.2013.00124","volume":"4","author":"O\u2019Reilly RC","year":"2013","journal-title":"Front Psychol"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2009.11.014"},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.115"},{"key":"cit0017","unstructured":"Shamsolmoali P, Zareapoor M, Jiao S. 2020. AMIL : adversarial Multi-instance Learning for Human Pose Estimation.ACM Trans. Multimedia Comput. Commun. Appl. 16(1):1\u201323."},{"key":"cit0018","unstructured":"Simonyan K, Zisserman A. 2014. Two-Stream Convolutional Networks for Action Recognition in Videos. In\u00a0Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 1\u00a0(NIPS\u201914). MIT Press, Cambridge, MA, USA, 568\u2013576."},{"journal-title":"Multimed Tools Appl","year":"2018","author":"Singh R","key":"cit0019"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-019-00645-5"},{"key":"cit0021","unstructured":"Soomro K, Zamir AR, Shah M, \u201cUCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild,\u201d November, 2012."},{"key":"cit0022","doi-asserted-by":"crossref","unstructured":"Szegedy C, Wei L, Yangqing J, Pierre S, Scott R, Dragomir A, Dumitru E, Vincent V, Andrew R. 2015. Going deeper with convolutions.Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 07\u201312\u2013June:1\u20139","DOI":"10.1109\/CVPR.2015.7298594"},{"issue":"6","key":"cit0023","first-page":"140","volume":"6316","author":"Taylor GW","year":"2010","journal-title":"Lect Notes Comput Sci (Including Subser Lect Notes Artif Intell Lect Notes Bioinformatics)"},{"key":"cit0024","first-page":"4489","volume":"2015","author":"Tran D","year":"2015","journal-title":"Proc IEEE Int Conf Comput Vis"},{"journal-title":"arXiv Prepr arXiv1604 04494","year":"2016","author":"Varol G","key":"cit0025"},{"key":"cit0026","doi-asserted-by":"crossref","unstructured":"Wang J, Cherian A, Porikli F. 2017. Ordered pooling of optical flow sequences for action recognition. 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA. 168\u2013176","DOI":"10.1109\/WACV.2017.26"},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2015.2504550"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88688-4_48"},{"issue":"2","key":"cit0029","first-page":"2923","volume":"2017","author":"Zolfaghari M","year":"2017","journal-title":"Proc IEEE Int Conf Comput Vis"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2020.1805798","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,8]],"date-time":"2022-11-08T15:28:35Z","timestamp":1667921315000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2020.1805798"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,17]]},"references-count":29,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1,2]]}},"alternative-id":["10.1080\/21681163.2020.1805798"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2020.1805798","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"type":"print","value":"2168-1163"},{"type":"electronic","value":"2168-1171"}],"subject":[],"published":{"date-parts":[[2020,8,17]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2020-01-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-08-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-08-17","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}