{"id":"https://openalex.org/W4386323663","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226736","title":"Target Detection and Recognition in Synthetic Aperture Radar Images Using YOLO Deep Learning Methods","display_name":"Target Detection and Recognition in Synthetic Aperture Radar Images Using YOLO Deep Learning Methods","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4386323663","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226736"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan58799.2023.10226736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan58799.2023.10226736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5102376870","display_name":"Tzong\u2010Dar Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tzong-Dar Wu","raw_affiliation_strings":["National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110941853","display_name":"Hsuan-Fu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsuan-Fu Wang","raw_affiliation_strings":["National Formosa University,Department of Aeronautical Engineering,Yunlin,Taiwan, R. O. C","Department of Aeronautical Engineering, National Formosa University, Yunlin, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Formosa University,Department of Aeronautical Engineering,Yunlin,Taiwan, R. O. C","institution_ids":["https://openalex.org/I40689657"]},{"raw_affiliation_string":"Department of Aeronautical Engineering, National Formosa University, Yunlin, Taiwan, R. O. C","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108860641","display_name":"Po-Hsun Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Hsun Hsu","raw_affiliation_strings":["National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001215974","display_name":"K. K. Tiong","orcid":"https://orcid.org/0000-0002-4424-3552"},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kwong-Kau Tiong","raw_affiliation_strings":["National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102306501","display_name":"Li-Chi Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Chi Chang","raw_affiliation_strings":["National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Taiwan Ocean University,Department of Electrical Engineering,Keelung,Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033902972","display_name":"Chia\u2010Hung Chang","orcid":"https://orcid.org/0000-0003-4700-9902"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Hung Chang","raw_affiliation_strings":["National Yunlin University of Science and Technology,Department of Electrical Engineering,Yunlin,Taiwan, R. O. C","Department of Electrical Engineering, National Yunlin University of Science and Technology, Yunlin, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"National Yunlin University of Science and Technology,Department of Electrical Engineering,Yunlin,Taiwan, R. O. C","institution_ids":["https://openalex.org/I75357094"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Yunlin University of Science and Technology, Yunlin, Taiwan, R. O. C","institution_ids":["https://openalex.org/I75357094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102376870"],"corresponding_institution_ids":["https://openalex.org/I153512688"],"apc_list":null,"apc_paid":null,"fwci":0.4407,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74910555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"593","last_page":"594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9988999962806702,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.8868211507797241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7571357488632202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7184821367263794},{"id":"https://openalex.org/keywords/target-acquisition","display_name":"Target acquisition","score":0.6647766828536987},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6250407695770264},{"id":"https://openalex.org/keywords/automatic-target-recognition","display_name":"Automatic target recognition","score":0.5962246656417847},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.5654881000518799},{"id":"https://openalex.org/keywords/inverse-synthetic-aperture-radar","display_name":"Inverse synthetic aperture radar","score":0.48693621158599854},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41333702206611633},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3975971043109894},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.39677533507347107},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.05892041325569153}],"concepts":[{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.8868211507797241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7571357488632202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184821367263794},{"id":"https://openalex.org/C2779726219","wikidata":"https://www.wikidata.org/wiki/Q7685884","display_name":"Target acquisition","level":2,"score":0.6647766828536987},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6250407695770264},{"id":"https://openalex.org/C117623542","wikidata":"https://www.wikidata.org/wiki/Q621974","display_name":"Automatic target recognition","level":3,"score":0.5962246656417847},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.5654881000518799},{"id":"https://openalex.org/C109094680","wikidata":"https://www.wikidata.org/wiki/Q6060432","display_name":"Inverse synthetic aperture radar","level":4,"score":0.48693621158599854},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41333702206611633},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3975971043109894},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.39677533507347107},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.05892041325569153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan58799.2023.10226736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan58799.2023.10226736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2079299474","https://openalex.org/W2897793912","https://openalex.org/W2928870406","https://openalex.org/W3110760540","https://openalex.org/W3129259915","https://openalex.org/W3163510280"],"related_works":["https://openalex.org/W1965572316","https://openalex.org/W4390678388","https://openalex.org/W2112220318","https://openalex.org/W2131815970","https://openalex.org/W2540450177","https://openalex.org/W2170580735","https://openalex.org/W2006284743","https://openalex.org/W3094709941","https://openalex.org/W3041793138","https://openalex.org/W3013723914"],"abstract_inverted_index":{"The":[0,36],"proposed":[1],"system's":[2],"framework":[3],"applies":[4],"the":[5,25,55,61],"You":[6],"Only":[7],"Look":[8],"Once":[9],"(YOLO)":[10],"method":[11],"to":[12],"perform":[13],"preliminary":[14],"testing":[15],"and":[16,27,31,41,60,65],"verification":[17],"of":[18],"Synthetic":[19],"Aperture":[20],"Radar":[21],"(SAR)":[22],"images":[23],"from":[24],"Moving":[26],"Stationary":[28],"Target":[29],"Acquisition":[30],"Recognition":[32],"(MSTAR)":[33],"public":[34],"database.":[35],"results":[37],"show":[38],"that":[39],"YOLO3":[40,52],"YOLO4":[42],"can":[43],"identify":[44],"MSTAR":[45],"data":[46],"well.":[47],"However,":[48],"for":[49],"SAR":[50],"images,":[51],"performs":[53],"better:":[54],"mAP":[56],"is":[57,63],"relatively":[58],"high,":[59],"performance":[62],"stable":[64],"consistent,":[66],"i.e.,":[67],"lower":[68],"standard":[69],"deviation.":[70]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
