{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T19:49:16Z","timestamp":1777060156161,"version":"3.51.4"},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2024,3,9]],"date-time":"2024-03-09T00:00:00Z","timestamp":1709942400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,3,9]],"date-time":"2024-03-09T00:00:00Z","timestamp":1709942400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SN COMPUT. SCI."],"DOI":"10.1007\/s42979-024-02628-4","type":"journal-article","created":{"date-parts":[[2024,3,9]],"date-time":"2024-03-09T12:02:01Z","timestamp":1709985721000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Hand and Sign Recognition of Alphabets Using YOLOv5"],"prefix":"10.1007","volume":"5","author":[{"given":"I. Gethzi Ahila","family":"Poornima","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G. Sakthi","family":"Priya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C. A.","family":"Yogaraja","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Venkatesh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Shalini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,3,9]]},"reference":[{"key":"2628_CR1","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1016\/j.compeleceng.2019.05.009","volume":"77","author":"L Shengyu","year":"2019","unstructured":"Shengyu L, Beizhan W, Hongji W, Lihao C, Ma L, Xiaoyan Z. A real-time object detection algorithm for video. Comput Electr Eng. 2019;77:398\u2013408 (Elsevier).","journal-title":"Comput Electr Eng"},{"key":"2628_CR2","doi-asserted-by":"publisher","first-page":"73","DOI":"10.3390\/jimaging6080073","volume":"6","author":"M Oudah","year":"2020","unstructured":"Oudah M, Al-Naji A, Chahl J. Hand gesture recognition based on computer vision: a review of techniques. J Imaging. 2020;6:73.","journal-title":"J Imaging"},{"key":"2628_CR3","unstructured":"Kirti A, Anuja A. Hand gesture recognition for real-time game play using background elimination and deep convolution neural network, Studies in Systems, Decision and Control book series, 2022, vol 412."},{"key":"2628_CR4","doi-asserted-by":"crossref","unstructured":"LTDe Paolis, ST Vite, M\u00c1P Casta\u00f1eda, An augmented reality platform with hand gestures-based navigation for applications in image-guided surgery: prospective concept evaluation by surgeons. Int J Hum\u2013Comput Interact 38(2):131\u2013143.","DOI":"10.1080\/10447318.2021.1926116"},{"key":"2628_CR5","doi-asserted-by":"publisher","first-page":"2641","DOI":"10.3390\/app9132641","volume":"9","author":"MS Del Rio Guerra","year":"2019","unstructured":"Del Rio Guerra MS, Martin-Gutierrez J, Acevedo R, Salinas S. Hand gestures in virtual and augmented 3D environments for down syndrome users. Appl Sci. 2019;9:2641.","journal-title":"Appl Sci"},{"key":"2628_CR6","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.eswa.2018.03.063","volume":"106","author":"F Negin","year":"2018","unstructured":"Negin F, Rodriguez P, Koperski M, Kerboua A, Gonz\u00e0lez J, Bourgeois J, Bremond F. PRAXIS: towards automatic cognitive assessment using gesture recognition. Expert Syst Appl. 2018;106:21\u201335.","journal-title":"Expert Syst Appl"},{"key":"2628_CR7","doi-asserted-by":"publisher","first-page":"6358","DOI":"10.3390\/s20216358","volume":"20","author":"W Kaczmarek","year":"2020","unstructured":"Kaczmarek W, Panasiuk J, Borys S, Banach P. Industrial robot control by means of gestures and voice commands in off-line and on-line mode. Sensors. 2020;20:6358.","journal-title":"Sensors"},{"key":"2628_CR8","doi-asserted-by":"crossref","unstructured":"Young G, Milne H, Griffiths D, Padfield E, Blenkinsopp R, Georgiou O. Designing mid-air haptic gesture controlled user interfaces for cars. In Proceedings of the ACM on Human-Computer Interaction, 4(EICS), Article No. 81, Honolulu, HI, USA, pp. 25\u201330 April 2020.","DOI":"10.1145\/3397869"},{"key":"2628_CR9","doi-asserted-by":"publisher","first-page":"114797","DOI":"10.1016\/j.eswa.2021.114797","volume":"175","author":"ST Yong","year":"2021","unstructured":"Yong ST, Kian ML, Chin PL. Hand gesture recognition via enhanced densely connected convolutional neural network. Expert Syst Appl. 2021;175:114797 (ISSN 0957\u20134174, Elsevier).","journal-title":"Expert Syst Appl"},{"key":"2628_CR10","doi-asserted-by":"publisher","first-page":"115657","DOI":"10.1016\/j.eswa.2021.115657","volume":"182","author":"S Sharma","year":"2021","unstructured":"Sharma S, Singh S. Vision-based hand gesture recognition using deep learning for the interpretation of sign language. Expert Syst Appl. 2021;182:115657 (Elsevier).","journal-title":"Expert Syst Appl"},{"key":"2628_CR11","doi-asserted-by":"publisher","unstructured":"YS Tan, KM Lim, C Tee, CP Lee, CYLow, Convolutional neural network with spatial pyramid pooling for hand gesture recognition. Neural Comput Appl https:\/\/doi.org\/10.1007\/s00521-020-05337-0.","DOI":"10.1007\/s00521-020-05337-0"},{"key":"2628_CR12","first-page":"1","volume":"100","author":"TR Gadekallu","year":"2021","unstructured":"Gadekallu TR, Srivastava G, Liyanage M, Meenakshisundaram I. Hand gesture recognition based on a Harris Hawks optimized convolution neural network. Comput Electr Eng. 2021;100:1\u201314.","journal-title":"Comput Electr Eng"},{"issue":"706","key":"2628_CR13","first-page":"1","volume":"22","author":"JP Sahoo","year":"2022","unstructured":"Sahoo JP, Prakash AJ, P\u0142awiak P, Samantray S. Real-time hand gesture recognition using fine-tuned convolutional neural network. Sensors. 2022;22(706):1\u201314.","journal-title":"Sensors"},{"key":"2628_CR14","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.019586","author":"MU Rehman","year":"2022","unstructured":"Rehman MU, Ahmed F, Khan MA, Tariq U, Alfouzan FA, Alzahrani NM, Ahmad J. Dynamic hand gesture recognition using 3D-CNN and LSTM networks. Comput Mater Continua. 2022. https:\/\/doi.org\/10.32604\/cmc.2022.019586.","journal-title":"Comput Mater Continua"},{"issue":"6368","key":"2628_CR15","first-page":"1","volume":"21","author":"L Zheng","year":"2021","unstructured":"Zheng L, Bai J, Zhu X, Huang L, Shan C, Qiong Wu, Zhang L. Dynamic hand gesture recognition in in-vehicle environment based on FMCW radar and transformer. Sensors. 2021;21(6368):1\u201320.","journal-title":"Sensors"}],"container-title":["SN Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s42979-024-02628-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s42979-024-02628-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s42979-024-02628-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,9]],"date-time":"2024-03-09T12:20:41Z","timestamp":1709986841000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s42979-024-02628-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,9]]},"references-count":15,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2024,3]]}},"alternative-id":["2628"],"URL":"https:\/\/doi.org\/10.1007\/s42979-024-02628-4","relation":{},"ISSN":["2661-8907"],"issn-type":[{"value":"2661-8907","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,3,9]]},"assertion":[{"value":"25 December 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 January 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 March 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"No conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}],"article-number":"311"}}