{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T21:26:47Z","timestamp":1755034007044,"version":"3.40.3"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003704","name":"Korea Research Institute for Defense Technology Planning and Advancement (KRIT), Republic of Korea","doi-asserted-by":"publisher","award":["KRIT-CT-23-026"],"award-info":[{"award-number":["KRIT-CT-23-026"]}],"id":[{"id":"10.13039\/501100003704","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3555420","type":"journal-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:08:25Z","timestamp":1743142105000},"page":"55670-55681","source":"Crossref","is-referenced-by-count":1,"title":["Effective Data Augmentation for Active Sonar Classification Using Attention-Based Complementary Learning With Uncertainty Measure"],"prefix":"10.1109","volume":"13","author":[{"given":"Youngsang","family":"Hwang","sequence":"first","affiliation":[{"name":"Republic of Korea Navy, Gyeryong, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0877-4038","authenticated-orcid":false,"given":"Geunhwan","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Changwon National University, Changwon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9022-8425","authenticated-orcid":false,"given":"Wooyoung","family":"Hong","sequence":"additional","affiliation":[{"name":"Department of Defense Systems Engineering, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9100-9494","authenticated-orcid":false,"given":"Youngmin","family":"Choo","sequence":"additional","affiliation":[{"name":"Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-487570-8.x5000-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-8678-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92983-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/48.557541"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/48.972118"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1121\/1.2767001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.apacoust.2018.03.026"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app9214617"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1121\/1.4861922"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/app112210635"},{"key":"ref11","first-page":"1","article-title":"Deep learning for computer vision: A brief review","volume":"2018","author":"Voulodimos","year":"2018","journal-title":"Comput. Intell. Neurosci."},{"key":"ref12","first-page":"128","article-title":"Deep learning vs. traditional computer vision","volume-title":"Proc. Comput. Vis. Conf. (CVC)","volume":"11","author":"O\u2019Mahony"},{"issue":"1","key":"ref13","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1038\/s41746-020-00376-2","article-title":"Deep learning-enabled medical computer vision","volume":"4","author":"Esteva","year":"2021","journal-title":"Npj Digit. Med."},{"key":"ref14","article-title":"Deep learning in computer vision: A critical review of emerging techniques and application scenarios","volume":"6","author":"Chai","year":"2021","journal-title":"Mach. Learn. Appl."},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2022.105157","article-title":"Survey on deep learning based computer vision for sonar imagery","volume":"114","author":"Steiniger","year":"2022","journal-title":"Eng. Appl. Artif. Intell."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.3029584"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s19051104"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.23919\/OCEANS40490.2019.8962860"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/rs12010037"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.apacoust.2018.11.003","article-title":"Underwater sonar image classification using adaptive weights convolutional neural network","volume":"146","author":"Wang","year":"2019","journal-title":"Appl. Acoust."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2978880"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3052048"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2022.3164513"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/app10238450"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/jmse10081144"},{"issue":"1","key":"ref26","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1186\/s13634-023-01016-z","article-title":"Unsupervised active sonar contact classification through anomaly detection","volume":"2023","author":"Stinco","year":"2023","journal-title":"EURASIP J. Adv. Signal Process."},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3227646"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3409829"},{"key":"ref29","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"article-title":"Active learning literature survey","year":"1648","author":"Settles","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1121\/10.0027763"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref35","first-page":"13","article-title":"A sequential algorithm for training text classifiers: Corrigendum and additional data","volume-title":"Proc. ACM SIGIR Forum","volume":"29","author":"Lewis"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2022.105151","article-title":"Ensemble deep learning: A review","volume":"115","author":"Ganaie","year":"2022","journal-title":"Eng. Appl. Artif. Intell."},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IIPHDW.2018.8388338"},{"key":"ref39","article-title":"Normalization: A preprocessing stage","author":"Patro","year":"2015","journal-title":"arXiv:1503.06462"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2024.3402816"},{"key":"ref41","article-title":"UMAP: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018","journal-title":"arXiv:1802.03426"},{"key":"ref42","doi-asserted-by":"crossref","DOI":"10.1002\/9781118646106","volume-title":"Imbalanced Learning: Foundations, Algorithms, and Applications","author":"He","year":"2013"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10942594.pdf?arnumber=10942594","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T08:16:42Z","timestamp":1743841002000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10942594\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3555420","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}