{"id":"https://openalex.org/W4399324009","doi":"https://doi.org/10.3390/s24113647","title":"SD-YOLOv8: An Accurate Seriola dumerili Detection Model Based on Improved YOLOv8","display_name":"SD-YOLOv8: An Accurate Seriola dumerili Detection Model Based on Improved YOLOv8","publication_year":2024,"publication_date":"2024-06-04","ids":{"openalex":"https://openalex.org/W4399324009","doi":"https://doi.org/10.3390/s24113647","pmid":"https://pubmed.ncbi.nlm.nih.gov/38894438"},"language":"en","primary_location":{"id":"doi:10.3390/s24113647","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113647","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3647/pdf?version=1717511389","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/11/3647/pdf?version=1717511389","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100710464","display_name":"Mingxin Liu","orcid":"https://orcid.org/0000-0002-1383-6558"},"institutions":[{"id":"https://openalex.org/I4210103685","display_name":"South China Sea Institute Of Oceanology","ror":"https://ror.org/0192yj155","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103685"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxin Liu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":"https://orcid.org/0000-0002-1383-6558","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I4210103685"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008167844","display_name":"Ruixin Li","orcid":"https://orcid.org/0000-0001-7718-1370"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixin Li","raw_affiliation_strings":["Naval Architecture and Shipping College, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naval Architecture and Shipping College, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064343455","display_name":"Mingxin Hou","orcid":"https://orcid.org/0000-0001-7751-4120"},"institutions":[{"id":"https://openalex.org/I4210103685","display_name":"South China Sea Institute Of Oceanology","ror":"https://ror.org/0192yj155","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103685"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingxin Hou","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","School of Mechanical Engineering, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":"https://orcid.org/0000-0001-7751-4120","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I4210103685"]},{"raw_affiliation_string":"School of Mechanical Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074033048","display_name":"Chun Zhang","orcid":"https://orcid.org/0000-0001-9791-4500"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920651","display_name":"Jiming Hu","orcid":"https://orcid.org/0000-0002-0016-7076"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiming Hu","raw_affiliation_strings":["School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084034547","display_name":"Yujie Wu","orcid":"https://orcid.org/0000-0002-9530-7413"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Wu","raw_affiliation_strings":["Naval Architecture and Shipping College, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naval Architecture and Shipping College, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064343455"],"corresponding_institution_ids":["https://openalex.org/I4210103685","https://openalex.org/I79223203"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":8.4409,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97968671,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"24","issue":"11","first_page":"3647","last_page":"3647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11387","display_name":"Ichthyology and Marine Biology","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11387","display_name":"Ichthyology and Marine Biology","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9902999997138977,"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":0.9851999878883362,"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/bottleneck","display_name":"Bottleneck","score":0.6024298667907715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6007914543151855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5582049489021301},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5545853972434998},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48997941613197327},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.4766053557395935},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43273818492889404},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41490256786346436}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6024298667907715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6007914543151855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5582049489021301},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5545853972434998},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48997941613197327},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.4766053557395935},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43273818492889404},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41490256786346436},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017756","descriptor_name":"Aquaculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017756","descriptor_name":"Aquaculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017756","descriptor_name":"Aquaculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017756","descriptor_name":"Aquaculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017756","descriptor_name":"Aquaculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24113647","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113647","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3647/pdf?version=1717511389","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38894438","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38894438","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11175265","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11175265","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b263f6ef363c4a1e8548e9677a60afea","is_oa":true,"landing_page_url":"https://doaj.org/article/b263f6ef363c4a1e8548e9677a60afea","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":"Sensors, Vol 24, Iss 11, p 3647 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/11/3647/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24113647","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24113647","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113647","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3647/pdf?version=1717511389","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G1976669655","display_name":null,"funder_award_id":"2022AB20112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3215464650","display_name":null,"funder_award_id":"62171143","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G3777829472","display_name":null,"funder_award_id":"2022AB20112","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G3836616889","display_name":null,"funder_award_id":"2021ZDZX1060","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G3845325408","display_name":null,"funder_award_id":"2021A1515011948","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5390637545","display_name":null,"funder_award_id":"62171143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5522804618","display_name":null,"funder_award_id":"2021ZDZX1060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5623277800","display_name":null,"funder_award_id":"2023B1212030003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5808744084","display_name":null,"funder_award_id":"2021A1515011948","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7433106538","display_name":null,"funder_award_id":"2023B1212030003","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399324009.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W205595773","https://openalex.org/W1536680647","https://openalex.org/W1965718792","https://openalex.org/W2051583484","https://openalex.org/W2075891217","https://openalex.org/W2102903558","https://openalex.org/W2123019724","https://openalex.org/W2288990755","https://openalex.org/W2313181102","https://openalex.org/W2423811253","https://openalex.org/W2569364540","https://openalex.org/W2601564443","https://openalex.org/W2884561390","https://openalex.org/W2920741983","https://openalex.org/W2962766617","https://openalex.org/W2963351448","https://openalex.org/W2966926453","https://openalex.org/W2977912641","https://openalex.org/W2997747012","https://openalex.org/W2998543752","https://openalex.org/W3014286955","https://openalex.org/W3015543858","https://openalex.org/W3032984651","https://openalex.org/W3044855915","https://openalex.org/W3083557050","https://openalex.org/W3102710196","https://openalex.org/W3122173535","https://openalex.org/W3126849358","https://openalex.org/W3152753831","https://openalex.org/W3186238651","https://openalex.org/W3215753146","https://openalex.org/W4200154618","https://openalex.org/W4221132539","https://openalex.org/W4226323522","https://openalex.org/W4293062810","https://openalex.org/W4301056580","https://openalex.org/W4323043052","https://openalex.org/W4360616702","https://openalex.org/W4376614709","https://openalex.org/W4383220087","https://openalex.org/W4385346076","https://openalex.org/W4386319016","https://openalex.org/W4389681559","https://openalex.org/W4391329649","https://openalex.org/W4396990523","https://openalex.org/W6608357170"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2953234277","https://openalex.org/W2885125400","https://openalex.org/W1001352512","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2810679507"],"abstract_inverted_index":{"Accurate":[0],"identification":[1],"of":[2,16,22,35,79,186],"Seriola":[3],"dumerili":[4,25,90],"(SD)":[5],"offers":[6],"crucial":[7],"technical":[8],"support":[9],"for":[10,73,122,182],"aquaculture":[11],"practices":[12],"and":[13,33,61,76,92,114,126,138,158,166],"behavioral":[14],"research":[15],"this":[17],"species.":[18],"However,":[19],"the":[20,49,70,94,102,109,116,135,183],"task":[21],"discerning":[23],"S.":[24,80,89],"from":[26,162,167],"complex":[27],"underwater":[28],"settings,":[29],"fluctuating":[30],"light":[31],"conditions,":[32],"schools":[34],"fish":[36],"presents":[37],"a":[38,56,66,87,179],"challenge.":[39],"This":[40],"paper":[41],"proposes":[42],"an":[43],"intelligent":[44],"recognition":[45,71],"model":[46,64,154,174],"based":[47],"on":[48,69],"YOLOv8":[50],"network":[51,97],"called":[52],"SD-YOLOv8.":[53],"By":[54],"adding":[55],"small":[57],"object":[58],"detection":[59,176,185],"layer":[60],"head,":[62],"our":[63,152,173],"has":[65],"positive":[67],"impact":[68],"capabilities":[72],"both":[74],"close":[75],"distant":[77],"instances":[78],"dumerili,":[81],"significantly":[82],"improving":[83],"them.":[84],"We":[85],"construct":[86],"convenient":[88],"dataset":[91],"introduce":[93],"deformable":[95],"convolution":[96],"v2":[98],"(DCNv2)":[99],"to":[100,142,164,169],"enhance":[101],"information":[103],"extraction":[104,125],"process.":[105],"Additionally,":[106],"we":[107],"employ":[108],"bottleneck":[110],"attention":[111],"module":[112],"(BAM)":[113],"redesign":[115],"spatial":[117],"pyramid":[118],"pooling":[119],"fusion":[120],"(SPPF)":[121],"multidimensional":[123],"feature":[124],"fusion.":[127],"The":[128,147],"Inner-MPDIoU":[129],"bounding":[130],"box":[131,144],"regression":[132],"function":[133],"adjusts":[134],"scale":[136],"factor":[137],"evaluates":[139],"geometric":[140],"ratios":[141],"improve":[143],"positioning":[145],"accuracy.":[146],"experimental":[148],"results":[149],"show":[150],"that":[151],"SD-YOLOv8":[153],"achieves":[155],"higher":[156],"accuracy":[157],"average":[159],"precision,":[160],"increasing":[161],"89.2%":[163],"93.2%":[165],"92.2%":[168],"95.7%,":[170],"respectively.":[171],"Overall,":[172],"enhances":[175],"accuracy,":[177],"providing":[178],"reliable":[180],"foundation":[181],"accurate":[184],"fishes.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2024-06-05T00:00:00"}