{"id":"https://openalex.org/W4382467997","doi":"https://doi.org/10.1109/access.2023.3290903","title":"Research on Underwater Small Target Detection Algorithm Based on Improved YOLOv7","display_name":"Research on Underwater Small Target Detection Algorithm Based on Improved YOLOv7","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382467997","doi":"https://doi.org/10.1109/access.2023.3290903"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3290903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290903","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10168092.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10168092.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045664560","display_name":"Weiguo Yi","orcid":"https://orcid.org/0000-0003-1647-7041"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Yi","raw_affiliation_strings":["School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1647-7041","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092354930","display_name":"Bo Wang","orcid":"https://orcid.org/0009-0005-2017-415X"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0005-2017-415X","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I7350606"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.8888,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96490862,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"66818","last_page":"66827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9700000286102295,"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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9700000286102295,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9617999792098999,"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/computer-science","display_name":"Computer science","score":0.6741594076156616},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6119482517242432},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4747886061668396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35629332065582275},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1242157518863678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6741594076156616},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6119482517242432},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4747886061668396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35629332065582275},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1242157518863678},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3290903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290903","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10168092.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dfd76b718f5444a79968e9e117bd670f","is_oa":true,"landing_page_url":"https://doaj.org/article/dfd76b718f5444a79968e9e117bd670f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 66818-66827 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3290903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290903","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10168092.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8299999833106995,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G5852223885","display_name":null,"funder_award_id":"2022JH2/101300268","funder_id":"https://openalex.org/F4320327473","funder_display_name":"Department of Science and Technology of Liaoning Province"},{"id":"https://openalex.org/G6450137911","display_name":null,"funder_award_id":"No. 2022JH2/101300268","funder_id":"https://openalex.org/F4320327473","funder_display_name":"Department of Science and Technology of Liaoning Province"}],"funders":[{"id":"https://openalex.org/F4320327473","display_name":"Department of Science and Technology of Liaoning Province","ror":"https://ror.org/02f09cx53"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382467997.pdf","grobid_xml":"https://content.openalex.org/works/W4382467997.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1976526581","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2193145675","https://openalex.org/W2483411986","https://openalex.org/W2565639579","https://openalex.org/W2752782242","https://openalex.org/W2948400274","https://openalex.org/W2963037989","https://openalex.org/W2990176100","https://openalex.org/W2990763144","https://openalex.org/W3008202940","https://openalex.org/W3015543858","https://openalex.org/W3018757597","https://openalex.org/W3046887343","https://openalex.org/W3090063164","https://openalex.org/W3091565629","https://openalex.org/W3106250896","https://openalex.org/W3122173535","https://openalex.org/W3129419153","https://openalex.org/W3134595360","https://openalex.org/W3180746471","https://openalex.org/W3184439416","https://openalex.org/W3209713683","https://openalex.org/W3212386989","https://openalex.org/W3215609958","https://openalex.org/W4212928092","https://openalex.org/W4226474162","https://openalex.org/W4229374375","https://openalex.org/W4287995356","https://openalex.org/W4289745572","https://openalex.org/W4293584584","https://openalex.org/W4319925185","https://openalex.org/W4320002812","https://openalex.org/W4322503716","https://openalex.org/W4360616603","https://openalex.org/W4377970859","https://openalex.org/W4382568144","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W6729983426","https://openalex.org/W6750227808","https://openalex.org/W6772109115","https://openalex.org/W6798838024","https://openalex.org/W6810740405","https://openalex.org/W6840971909","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W2390279801","https://openalex.org/W3217214504","https://openalex.org/W4391913857"],"abstract_inverted_index":{"Target":[0],"detection":[1,13,25,36,43,58,81,125,140],"research":[2],"has":[3],"always":[4],"been":[5],"difficult":[6],"when":[7],"it":[8],"comes":[9],"to":[10,79],"small":[11,34,41,77],"target":[12,35,42,124],"in":[14,32],"underwater":[15,29,33,40],"situations.":[16],"To":[17,49],"address":[18],"the":[19,51,56,60,66,89,94,100,107,116,131,143],"issues":[20],"of":[21,76],"a":[22],"high":[23,57],"miss":[24],"rate":[26,53],"and":[27,98,110,119,137],"poor":[28],"scene":[30],"recognition":[31],"tasks,":[37],"an":[38],"improved":[39],"technique":[44],"utilizing":[45],"YOLOv7":[46,61],"is":[47,63],"proposed.":[48],"achieve":[50],"accuracy":[52,82,141],"while":[54,83],"considering":[55],"speed,":[59],"network":[62,70,96],"used":[64],"as":[65],"basic":[67],"network.":[68],"The":[69,127],"concentrates":[71],"more":[72],"crucial":[73],"feature":[74],"information":[75],"targets":[78],"increase":[80],"reducing":[84],"model":[85],"complexity":[86],"by":[87],"merging":[88],"SENet":[90],"attention":[91],"mechanism,":[92],"enhancing":[93],"FPN":[95],"topology,":[97],"incorporating":[99],"EIoU":[101],"loss":[102],"function.":[103],"Through":[104],"simulation":[105],"tests,":[106],"mAP,":[108],"P,":[109],"R":[111],"metrics":[112],"are":[113],"confirmed":[114],"on":[115,142],"test":[117,144],"set":[118],"contrasted":[120],"with":[121],"other":[122],"conventional":[123],"techniques.":[126],"outcomes":[128],"demonstrate":[129],"that":[130],"enhanced":[132],"algorithm":[133],"outperforms":[134],"competing":[135],"networks":[136],"successfully":[138],"raises":[139],"set.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}