{"id":"https://openalex.org/W4407691479","doi":"https://doi.org/10.1109/iceic64972.2025.10879678","title":"Enhancing Naval Mine Detection through Augmented Side Scan Sonar Data and Synthetic Image Generation for Manned and Unmanned Teaming Systems","display_name":"Enhancing Naval Mine Detection through Augmented Side Scan Sonar Data and Synthetic Image Generation for Manned and Unmanned Teaming Systems","publication_year":2025,"publication_date":"2025-01-19","ids":{"openalex":"https://openalex.org/W4407691479","doi":"https://doi.org/10.1109/iceic64972.2025.10879678"},"language":"en","primary_location":{"id":"doi:10.1109/iceic64972.2025.10879678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023838707","display_name":"Jong\u2010Hwan Lim","orcid":"https://orcid.org/0000-0002-8524-8974"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jeongkyu Lim","raw_affiliation_strings":["National Defence AI school Chung-Ang University,Republic of Korea Navy,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"National Defence AI school Chung-Ang University,Republic of Korea Navy,Seoul,Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101634735","display_name":"Chanyeong Park","orcid":"https://orcid.org/0009-0008-3537-1959"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chanyeong Park","raw_affiliation_strings":["Chung-Ang University,Department of Image,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University,Department of Image,Seoul,Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013926864","display_name":"Joonki Paik","orcid":"https://orcid.org/0000-0002-8593-7155"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonki Paik","raw_affiliation_strings":["National Defence AI school Chung-Ang University,Department of Image,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"National Defence AI school Chung-Ang University,Department of Image,Seoul,Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023838707"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":3.4363,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90501781,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9054999947547913,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/side-scan-sonar","display_name":"Side-scan sonar","score":0.8340076208114624},{"id":"https://openalex.org/keywords/sonar","display_name":"Sonar","score":0.6341079473495483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.572780430316925},{"id":"https://openalex.org/keywords/synthetic-aperture-sonar","display_name":"Synthetic aperture sonar","score":0.5458976030349731},{"id":"https://openalex.org/keywords/remotely-operated-underwater-vehicle","display_name":"Remotely operated underwater vehicle","score":0.5077146291732788},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.45340269804000854},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4295051097869873},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3385929465293884},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33523011207580566},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3237800598144531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3153885006904602},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2028048038482666},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.10971954464912415}],"concepts":[{"id":"https://openalex.org/C2776355146","wikidata":"https://www.wikidata.org/wiki/Q357527","display_name":"Side-scan sonar","level":3,"score":0.8340076208114624},{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.6341079473495483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.572780430316925},{"id":"https://openalex.org/C181255713","wikidata":"https://www.wikidata.org/wiki/Q7662740","display_name":"Synthetic aperture sonar","level":3,"score":0.5458976030349731},{"id":"https://openalex.org/C145424490","wikidata":"https://www.wikidata.org/wiki/Q618465","display_name":"Remotely operated underwater vehicle","level":4,"score":0.5077146291732788},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.45340269804000854},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4295051097869873},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3385929465293884},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33523011207580566},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3237800598144531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3153885006904602},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2028048038482666},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.10971954464912415},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic64972.2025.10879678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2889985731","https://openalex.org/W2963037989","https://openalex.org/W4388635207","https://openalex.org/W4391425432"],"related_works":["https://openalex.org/W2610363864","https://openalex.org/W1921505891","https://openalex.org/W2159784633","https://openalex.org/W2143131560","https://openalex.org/W2897910144","https://openalex.org/W2114161718","https://openalex.org/W1572693489","https://openalex.org/W1584080699","https://openalex.org/W1545381012","https://openalex.org/W2972837926"],"abstract_inverted_index":{"This":[0,130],"paper":[1],"introduces":[2],"a":[3,32,81,133,175],"novel":[4],"method":[5,84],"for":[6,16,46,110,162,178],"augmenting":[7],"Side":[8],"Scan":[9],"Sonar":[10],"(SSS)":[11],"data,":[12],"which":[13,107],"is":[14,31,80,108,160],"essential":[15],"naval":[17],"mine":[18,56,127,168],"search":[19],"operations,":[20,170],"to":[21,37,89,136],"address":[22],"the":[23,44,53,74,101,120,137,143,164],"current":[24],"shortage":[25],"of":[26,43,55,96,122,145],"mine-related":[27],"defense":[28],"datasets.":[29],"SSS":[30,62],"specialized":[33],"imaging":[34],"technology":[35],"used":[36],"capture":[38],"detailed":[39],"underwater":[40],"images,":[41],"typically":[42],"seabed,":[45],"detecting":[47],"objects":[48],"like":[49],"mines.":[50],"To":[51],"enhance":[52],"robustness":[54],"classification":[57],"tasks,":[58],"we":[59],"utilize":[60],"overseas":[61],"datasets":[63],"and":[64,112,147,155,171],"augment":[65],"them":[66],"with":[67],"data":[68,82,124,139],"from":[69],"coastal":[70],"seabed":[71],"environments":[72],"through":[73],"image":[75],"mixup":[76,79],"technique.":[77],"Image":[78],"augmentation":[83],"that":[85,119],"blends":[86],"multiple":[87],"images":[88],"create":[90],"new":[91],"synthetic":[92,123],"samples.":[93],"A":[94],"series":[95],"experiments":[97],"were":[98],"conducted":[99],"using":[100],"YOLOv8":[102],"real-time":[103],"object":[104,114],"detection":[105,128,169],"model,":[106],"well-suited":[109],"high-speed":[111],"accurate":[113],"identification.":[115],"Our":[116],"results":[117],"show":[118],"inclusion":[121],"significantly":[125],"improved":[126],"performance.":[129],"approach":[131],"provides":[132],"promising":[134],"solution":[135],"existing":[138],"limitations,":[140],"particularly":[141],"in":[142,167],"context":[144],"Manned":[146],"Unmanned":[148],"Teaming":[149],"(MUM-T)":[150],"systems,":[151],"where":[152],"human":[153],"operators":[154],"autonomous":[156],"systems":[157],"collaborate.":[158],"MUM-T":[159],"crucial":[161],"expanding":[163],"Navy's":[165],"capabilities":[166],"our":[172],"findings":[173],"suggest":[174],"viable":[176],"strategy":[177],"enhancing":[179],"overall":[180],"mission":[181],"effectiveness.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
