{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T15:38:10Z","timestamp":1780501090889,"version":"3.54.1"},"reference-count":26,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,9,24]],"date-time":"2020-09-24T00:00:00Z","timestamp":1600905600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004054","name":"King Abdulaziz University","doi-asserted-by":"publisher","award":["D-364-612-1441"],"award-info":[{"award-number":["D-364-612-1441"]}],"id":[{"id":"10.13039\/501100004054","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2020,9,24]]},"abstract":"<jats:p>Multipose face recognition system is one of the recent challenges faced by the researchers interested in security applications. Different researches have been introduced discussing the accuracy improvement of multipose face recognition through enhancing the face detector as Viola-Jones, Real Adaboost, and Cascade Object Detector while others concentrated on the recognition systems as support vector machine and deep convolution neural networks. In this paper, a combined adaptive deep learning vector quantization (CADLVQ) classifier is proposed. The proposed classifier has boosted the weakness of the adaptive deep learning vector quantization classifiers through using the majority voting algorithm with the speeded up robust feature extractor. Experimental results indicate that, the proposed classifier provided promising results in terms of sensitivity, specificity, precision, and accuracy compared to recent approaches in deep learning, statistical, and classical neural networks. Finally, the comparison is empirically performed using confusion matrix to ensure the reliability and robustness of the proposed system compared to the state-of art.<\/jats:p>","DOI":"10.1155\/2020\/8821868","type":"journal-article","created":{"date-parts":[[2020,9,24]],"date-time":"2020-09-24T23:33:24Z","timestamp":1600990404000},"page":"1-11","source":"Crossref","is-referenced-by-count":29,"title":["Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1823-9389","authenticated-orcid":true,"given":"Shahenda","family":"Sarhan","sequence":"first","affiliation":[{"name":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"},{"name":"Faculty of Computers and Information Sciences, Mansoura University, Mansoura, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aida A.","family":"Nasr","sequence":"additional","affiliation":[{"name":"Faculty of Artificial Intelligence, Kafrelsheikh University, Kafr El-Sheikh, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3021-5902","authenticated-orcid":true,"given":"Mahmoud Y.","family":"Shams","sequence":"additional","affiliation":[{"name":"Faculty of Artificial Intelligence, Kafrelsheikh University, Kafr El-Sheikh, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2018.09.004"},{"issue":"2","key":"7","first-page":"495","volume":"2","year":"2018","journal-title":"Asian Journal of Applied Science and Technology"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.030"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2003.12.005"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2010.12.001"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/lsp.2016.2603342"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2016.2598092"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1038\/srep19133"},{"issue":"3","key":"19","first-page":"702","volume":"8","year":"2017","journal-title":"Journal of Information Hiding and Multimedia Signal Processing"},{"issue":"1","key":"20","first-page":"455","volume":"10","year":"2017","journal-title":"International Journal of Circuits, Systems, and Signal Processing"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/72.822517"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.4310\/sii.2009.v2.n3.a8"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7068349"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-61657-5_3"},{"issue":"1","key":"32","first-page":"113","volume":"18","year":"2018","journal-title":"The Journal of The Institute of Internet, Broadcasting and Communication"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2017.2710183"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.09.001"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2926165"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1109\/mprv.2003.1186724"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2018.2792452"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2019.2899267"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2011.49"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1134\/s1054661816030184"},{"key":"53","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-016-2241-0"},{"issue":"1","key":"54","volume":"89","year":"2016","journal-title":"Journal of Theoretical and Applied Information Technology"}],"container-title":["Computational Intelligence and Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2020\/8821868.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2020\/8821868.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2020\/8821868.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,24]],"date-time":"2020-09-24T23:33:42Z","timestamp":1600990422000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/cin\/2020\/8821868\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,24]]},"references-count":26,"alternative-id":["8821868","8821868"],"URL":"https:\/\/doi.org\/10.1155\/2020\/8821868","relation":{},"ISSN":["1687-5265","1687-5273"],"issn-type":[{"value":"1687-5265","type":"print"},{"value":"1687-5273","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,9,24]]}}}