{"id":"https://openalex.org/W4411063403","doi":"https://doi.org/10.1088/1742-6596/3007/1/012056","title":"Small-target and diversity oriented underwater sonar image augmentation","display_name":"Small-target and diversity oriented underwater sonar image augmentation","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4411063403","doi":"https://doi.org/10.1088/1742-6596/3007/1/012056"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/3007/1/012056","doi":"https://doi.org/10.1088/1742-6596/3007/1/012056","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/3007/1/012056","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1088/1742-6596/3007/1/012056","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fengdan Wen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4401200389","display_name":"Dalian Naval Academy","ror":"https://ror.org/014c1mf08","country_code":"CN","type":"education","lineage":["https://openalex.org/I4401200389"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengdan Wen","raw_affiliation_strings":["Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China","institution_ids":["https://openalex.org/I4401200389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101197888","display_name":"Shaohua Jin","orcid":"https://orcid.org/0009-0006-3315-9335","observed_orcids":["https://orcid.org/0009-0006-3315-9335"]},"institutions":[{"id":"https://openalex.org/I4401200389","display_name":"Dalian Naval Academy","ror":"https://ror.org/014c1mf08","country_code":"CN","type":"education","lineage":["https://openalex.org/I4401200389"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Jin","raw_affiliation_strings":["Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China","institution_ids":["https://openalex.org/I4401200389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089854039","display_name":"Gang Bian","orcid":"https://orcid.org/0000-0003-3770-0716","observed_orcids":["https://orcid.org/0000-0003-3770-0716"]},"institutions":[{"id":"https://openalex.org/I4401200389","display_name":"Dalian Naval Academy","ror":"https://ror.org/014c1mf08","country_code":"CN","type":"education","lineage":["https://openalex.org/I4401200389"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Bian","raw_affiliation_strings":["Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China","institution_ids":["https://openalex.org/I4401200389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051043122","display_name":"Chengyang Peng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4401200389","display_name":"Dalian Naval Academy","ror":"https://ror.org/014c1mf08","country_code":"CN","type":"education","lineage":["https://openalex.org/I4401200389"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyang Peng","raw_affiliation_strings":["Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oceanography and Hydrography, Dalian Naval Academy, Dalian, Liaoning 116018, China","institution_ids":["https://openalex.org/I4401200389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4401200389"],"apc_list":null,"apc_paid":null,"fwci":10.8832,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96856993,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"3007","issue":"1","first_page":"012056","last_page":"012056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.04430000111460686,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.007899999618530273,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-data-augmentation","display_name":"image augmentation","score":0.8799999952316284},{"id":"https://openalex.org/keywords/image-diversity","display_name":"image diversity","score":0.6940000057220459},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.7609999775886536},{"id":"https://openalex.org/keywords/variational-autoencoder","display_name":"variational autoencoder","score":0.9470000267028809},{"id":"https://openalex.org/keywords/diffusion-models","display_name":"diffusion models","score":0.9940000176429749},{"id":"https://openalex.org/keywords/target-detection","display_name":"target detection","score":0.5249999761581421}],"concepts":[{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.8078358173370361},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7776244282722473},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6548156142234802},{"id":"https://openalex.org/C181255713","wikidata":"https://www.wikidata.org/wiki/Q7662740","display_name":"Synthetic aperture sonar","level":3,"score":0.4519979953765869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4328341782093048},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42651355266571045},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.41425055265426636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39424219727516174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333258032798767},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.21856528520584106},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12559622526168823},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/3007/1/012056","doi":"https://doi.org/10.1088/1742-6596/3007/1/012056","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/3007/1/012056","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/3007/1/012056","doi":"https://doi.org/10.1088/1742-6596/3007/1/012056","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/3007/1/012056","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W2009267501","https://openalex.org/W2073779945","https://openalex.org/W2150884987","https://openalex.org/W2768756164","https://openalex.org/W2783265781","https://openalex.org/W2983238953","https://openalex.org/W2996325784","https://openalex.org/W3009376633","https://openalex.org/W3036167779","https://openalex.org/W3040835882","https://openalex.org/W3044272606","https://openalex.org/W3047462019","https://openalex.org/W3096831136","https://openalex.org/W3130684229","https://openalex.org/W3197086755","https://openalex.org/W4213311163","https://openalex.org/W4285108857","https://openalex.org/W4312808478","https://openalex.org/W4317437083","https://openalex.org/W4378078063","https://openalex.org/W4382059335","https://openalex.org/W4389372245","https://openalex.org/W4392745973","https://openalex.org/W4399885547","https://openalex.org/W4400460172","https://openalex.org/W4401753409","https://openalex.org/W4403444407"],"related_works":["https://openalex.org/W4413451980","https://openalex.org/W4391942229","https://openalex.org/W4392251803","https://openalex.org/W7211935142","https://openalex.org/W7171651536","https://openalex.org/W4386921529","https://openalex.org/W4392591319","https://openalex.org/W7160392286","https://openalex.org/W2904271276","https://openalex.org/W7202275739"],"abstract_inverted_index":{"Abstract":[0],"Underwater":[1],"sonar":[2,67,102,123,231],"images":[3,185,214],"are":[4,26],"crucial":[5],"in":[6,19,91,120,180],"areas":[7],"like":[8],"oceanographic":[9],"research":[10],"for":[11,22,29,107,141],"mapping":[12],"the":[13,46,72,117,121,133,137,158,161,166,169,184,188,194,197,210,217,220],"seabed":[14,122],"and":[15,18,31,37,43,98,115,129,154,215],"detecting":[16],"resources,":[17],"marine":[20],"biology":[21],"understanding":[23],"habitats.":[24],"They":[25],"also":[27],"important":[28],"naval":[30],"military":[32],"uses":[33],"such":[34],"as":[35],"navigation":[36],"surveillance.":[38],"However,":[39],"due":[40],"to":[41,78,112,164,182,192],"equipment":[42],"environmental":[44],"limitations,":[45],"number":[47],"of":[48,65,85,160,168,196,212,219],"image":[49,103,135,148],"samples":[50],"is":[51],"restricted,":[52],"impeding":[53],"further":[54,224],"data-driven":[55],"AI":[56],"research.":[57],"Although":[58],"some":[59],"works":[60],"have":[61],"explored":[62],"data":[63],"augmentation":[64,104],"underwater":[66,101,230],"images,":[68,109,124,143,222],"they":[69],"still":[70],"face":[71],"following":[73],"two":[74],"problems:":[75],"1)":[76],"inability":[77],"generate":[79],"small-target":[80,97,108,213],"images;":[81],"2)":[82],"limited":[83],"diversity":[84,99,159,167,218],"generated":[86,170,186],"images.":[87,171,200,232],"Toward":[88],"this":[89,92],"end,":[90],"paper":[93],"we":[94,110,144,173],"propose":[95,111],"a":[96,175],"oriented":[100],"method.":[105],"Specifically,":[106],"first":[113],"detect":[114],"extract":[116],"target":[118],"objects":[119],"then":[125],"perform":[126],"scale":[127],"scaling,":[128],"fuse":[130],"them":[131],"onto":[132],"background":[134],"using":[136,157],"Poisson":[138],"fusion":[139],"algorithm;":[140],"diverse":[142],"ingeniously":[145],"combine":[146],"mainstream":[147],"generation":[149],"methods,":[150],"including":[151],"GAN,":[152],"VAE,":[153],"Diffusion":[155],"Models,":[156],"generative":[162,190],"models":[163,191],"ensure":[165,193,216],"Meanwhile,":[172],"design":[174],"Mixture-of-Experts":[176],"(MoE)":[177],"enhanced":[178],"discriminator":[179],"GAN":[181],"screen":[183],"by":[187],"three":[189],"quality":[195],"final":[198],"augmented":[199,221],"Experimental":[201],"results":[202],"prove":[203],"that":[204],"our":[205],"method":[206],"can":[207],"effectively":[208],"increase":[209],"proportion":[211],"which":[223],"boost":[225],"related":[226],"researches":[227],"based":[228],"on":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-10-10T00:00:00"}
