{"id":"https://openalex.org/W4405179436","doi":"https://doi.org/10.1109/access.2024.3509622","title":"PLGAT: Underwater Plectropomus Leopardus Recognition Using Global Attention Mechanism and Transfer Learning","display_name":"PLGAT: Underwater Plectropomus Leopardus Recognition Using Global Attention Mechanism and Transfer Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405179436","doi":"https://doi.org/10.1109/access.2024.3509622"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3509622","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3509622","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/access.2024.3509622","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036481700","display_name":"Mengran Liu","orcid":"https://orcid.org/0000-0002-6219-2891"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengran Liu","raw_affiliation_strings":["College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078610508","display_name":"Weijian Zhang","orcid":"https://orcid.org/0009-0003-8858-5487"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijian Zhang","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0003-8858-5487","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011396486","display_name":"Cun Wei","orcid":"https://orcid.org/0000-0002-6195-8699"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cun Wei","raw_affiliation_strings":["College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhenming Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenming Bao","raw_affiliation_strings":["College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107946382","display_name":"Jingjie Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjie Hu","raw_affiliation_strings":["College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marine Science, Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056068917","display_name":"Junwei Zhou","orcid":"https://orcid.org/0000-0002-6094-1203"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Zhou","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-6094-1203","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan University of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2829,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54856407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9916999936103821,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9692999720573425,"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/T10320","display_name":"Neural Networks and Applications","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/leopardus","display_name":"Leopardus","score":0.6427454948425293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.560019314289093},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5226621031761169},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5161758065223694},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4269057512283325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21865975856781006},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12457561492919922},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.10458093881607056},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.08499529957771301}],"concepts":[{"id":"https://openalex.org/C2779347578","wikidata":"https://www.wikidata.org/wiki/Q318414","display_name":"Leopardus","level":2,"score":0.6427454948425293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.560019314289093},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5226621031761169},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5161758065223694},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4269057512283325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21865975856781006},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12457561492919922},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.10458093881607056},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.08499529957771301},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3509622","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3509622","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f49295dd93514bbfabf7cfe8e646dc69","is_oa":true,"landing_page_url":"https://doaj.org/article/f49295dd93514bbfabf7cfe8e646dc69","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 12, Pp 185149-185159 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3509622","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3509622","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4347986879","display_name":null,"funder_award_id":"2022YFD2400501","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2570343428","https://openalex.org/W2594519801","https://openalex.org/W2896652510","https://openalex.org/W2959289524","https://openalex.org/W2963037989","https://openalex.org/W2977375802","https://openalex.org/W2997763120","https://openalex.org/W3035082476","https://openalex.org/W3146366485","https://openalex.org/W3176831374","https://openalex.org/W3192411118","https://openalex.org/W3205066504","https://openalex.org/W3217445779","https://openalex.org/W4200634144","https://openalex.org/W4210407519","https://openalex.org/W4213285647","https://openalex.org/W4223899585","https://openalex.org/W4224111564","https://openalex.org/W4234368994","https://openalex.org/W4280534250","https://openalex.org/W4285821234","https://openalex.org/W4308659927","https://openalex.org/W4321498029","https://openalex.org/W4353065795","https://openalex.org/W4361756747","https://openalex.org/W4372263412","https://openalex.org/W4377103648","https://openalex.org/W4378222000","https://openalex.org/W4385307966","https://openalex.org/W4386075679","https://openalex.org/W4403770406","https://openalex.org/W6750227808","https://openalex.org/W6765415427","https://openalex.org/W6780698457","https://openalex.org/W6847207718","https://openalex.org/W6862895185"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2583243727","https://openalex.org/W2090215239","https://openalex.org/W2136188780","https://openalex.org/W1971010071","https://openalex.org/W2011093599","https://openalex.org/W2160658108","https://openalex.org/W1988791123"],"abstract_inverted_index":{"The":[0],"Plectropomus":[1,51,131],"leopardus":[2,31,52,73,132],"(P.":[3],"leopardus),":[4],"a":[5,62,110,168,185],"species":[6],"found":[7],"in":[8,74,188],"underwater":[9,19,75,130,157],"environments,":[10],"possesses":[11],"substantial":[12,186],"strategic":[13],"importance":[14],"due":[15],"to":[16,41,70,199],"its":[17],"rich":[18],"resources.":[20],"However,":[21],"the":[22,79,82,85,93,96,99,102,115,121,148,153,193,200],"natural":[23],"habitat":[24],"and":[25,35,44,58,178,191,207,216],"industrial":[26],"breeding":[27],"environment":[28],"of":[29,95,123,137,150,173,195],"P.":[30,72],"is":[32],"generally":[33],"dark":[34],"complex,":[36],"which":[37],"presents":[38],"notable":[39],"challenges":[40],"object":[42,143],"detection":[43],"recognition.":[45],"In":[46],"this":[47],"research,":[48],"we":[49,125,146,210],"propose":[50],"recognition":[53,189],"using":[54],"Global":[55,63],"Attention":[56,64],"mechanism":[57],"Transfer":[59,68],"learning(PLGAT),":[60],"integrating":[61],"Mechanism":[65],"(GAM)":[66],"with":[67,98],"Learning":[69],"recognize":[71],"environments.":[76],"To":[77,119,203],"resist":[78],"color":[80],"variations,":[81],"PLGAT":[83,151,166],"directs":[84],"model\u2019s":[86,116],"attention":[87],"toward":[88],"salient":[89],"regions":[90],"by":[91],"incorporating":[92],"output":[94],"GAM":[97],"vectors":[100],"from":[101,109],"Head":[103],"convolutional":[104],"layer.":[105],"Additionally,":[106],"transferring":[107],"knowledge":[108],"large-scale":[111],"Brackish":[112,156],"dataset":[113,217],"enhances":[114],"discrimination":[117],"capabilities.":[118],"validate":[120],"effectiveness":[122],"PLGAT,":[124],"have":[126,211],"created":[127],"an":[128],"extensive":[129],"Recognition":[133],"Dataset":[134],"(PLRD),":[135],"consisting":[136],"6,058":[138],"annotations":[139],"across":[140],"30":[141],"distinct":[142],"classes.":[144],"Furthermore,":[145],"evaluate":[147],"performance":[149,190],"on":[152,176,180],"widely":[154],"used":[155],"dataset.":[158],"Through":[159],"comprehensive":[160],"experiments,":[161],"our":[162,196,213],"results":[163,183],"demonstrate":[164],"that":[165],"achieves":[167],"mean":[169],"average":[170],"precision":[171],"score":[172],"approximately":[174],"95%":[175],"PLRD":[177],"97%":[179],"Brackish.":[181],"These":[182],"signify":[184],"improvement":[187],"highlight":[192],"efficacy":[194],"approach":[197],"compared":[198],"state-of-the-art":[201],"methods.":[202],"foster":[204],"further":[205],"research":[206],"promote":[208],"reproducibility,":[209],"made":[212],"source":[214],"code":[215],"openly":[218],"available":[219],"athttps://github.com/wilkinszhang/Recognition-of-Underwater-leopard-coral-grouper.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
