{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T02:42:57Z","timestamp":1747190577811,"version":"3.40.5"},"reference-count":46,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,9,11]],"date-time":"2021-09-11T00:00:00Z","timestamp":1631318400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2021,9,11]]},"abstract":"<jats:p>For the problem of reliable decision in synthetic aperture radar (SAR) target recognition, a method based on updated classifiers is proposed. The convolutional neural network (CNN) and support vector machine (SVM) are used as basic classifiers to classify samples with unknown target labels. The two decisions are fused and the reliability of the fused decision is evaluated. The classified test samples with high reliabilities are added to the original training samples to update the classifiers. The updated classifiers have stronger classification abilities and the fused result of the two classifiers can obtain a more reliable decision. The proposed method is tested and verified based on the moving and stationary target acquisition and recognition (MSTAR) dataset. The experimental results verify the effectiveness and robustness of the proposed method.<\/jats:p>","DOI":"10.1155\/2021\/7181221","type":"journal-article","created":{"date-parts":[[2021,9,13]],"date-time":"2021-09-13T19:25:00Z","timestamp":1631561100000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Target Recognition of Synthetic Aperture Radar Images by Updated Classifiers"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6393-018X","authenticated-orcid":true,"given":"Jingyu","family":"Li","sequence":"first","affiliation":[{"name":"School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan 250101, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cungen","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan 250101, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/access.2016.2611492"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cvi.2013.0027"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1117\/1.jrs.10.046006"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9680465"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijleo.2019.04.014"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1080\/09205071.2018.1495580"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/taes.2012.6178042"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/83.552098"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.09.007"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2017.2671919"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/tencon.2008.4766807"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2014.0407"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1049\/cp.2009.0217"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2015.2436694"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2901317"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2941397"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.3390\/rs10020211"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/taes.2013.110769"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/7.937475"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/igarss.2007.4422829"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/siu.2016.7496056"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.01.033"},{"first-page":"1","article-title":"Sparse representations for automatic target classification in SAR images","author":"J. J. Thiagaraianm","key":"23"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.3390\/app6010026"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2018.02.012"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/2032645"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/9063419"},{"first-page":"1","article-title":"SAR automatic target recognition based on classifiers fusion","author":"Y. Xin","key":"28"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1186\/1687-1499-2013-39"},{"first-page":"147","article-title":"Meta-classifiers for exploiting feature dependence in automatic target recognition","author":"U. Srinivas","key":"30"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2010.0319"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1109\/mgrs.2017.2762307"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.3390\/s17010192"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1117\/12.2176558"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2016.2551720"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2869289"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2906564"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.3390\/rs11111316"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.3390\/rs10091473"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1109\/lgrs.2015.2513754"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1117\/1.jei.27.2.023024"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1109\/lgrs.2017.2717486"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1109\/taes.2016.160061"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1109\/taes.2018.2864809"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.3390\/rs10060819"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/7181221.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/7181221.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/7181221.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,13]],"date-time":"2021-09-13T19:25:05Z","timestamp":1631561105000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/sp\/2021\/7181221\/"}},"subtitle":[],"editor":[{"given":"Bai Yuan","family":"Ding","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,9,11]]},"references-count":46,"alternative-id":["7181221","7181221"],"URL":"https:\/\/doi.org\/10.1155\/2021\/7181221","relation":{},"ISSN":["1875-919X","1058-9244"],"issn-type":[{"type":"electronic","value":"1875-919X"},{"type":"print","value":"1058-9244"}],"subject":[],"published":{"date-parts":[[2021,9,11]]}}}