{"id":"https://openalex.org/W4312754801","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892945","title":"Efficient instance segmentation using deep learning for species identification in fish markets","display_name":"Efficient instance segmentation using deep learning for species identification in fish markets","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312754801","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892945"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn55064.2022.9892945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892945","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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/A5028945893","display_name":"Nahuel Garc\u00eda-D\u2019Urso","orcid":"https://orcid.org/0000-0002-2595-6055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nahuel E. Garcia-D'Urso","raw_affiliation_strings":["University of Alicante,Department of Computer Technology,Alicante,Spain","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"University of Alicante,Department of Computer Technology,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062848329","display_name":"Alejandro Gal\u00e1n-Cuenca","orcid":"https://orcid.org/0000-0002-5799-6270"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Galan-Cuenca","raw_affiliation_strings":["Informatics Research University Insititute, University of Alicante,Alicante,Spain","Informatics Research University Insititute, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Informatics Research University Insititute, University of Alicante,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Informatics Research University Insititute, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078892659","display_name":"Pau Climent-P\u00e9rez","orcid":"https://orcid.org/0000-0003-1723-5757"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pau Climent-Perez","raw_affiliation_strings":["University of Alicante,Department of Computer Technology,Alicante,Spain","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"University of Alicante,Department of Computer Technology,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049623161","display_name":"Marcelo Saval-Calvo","orcid":"https://orcid.org/0000-0002-6245-5145"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcelo Saval-Calvo","raw_affiliation_strings":["University of Alicante,Department of Computer Technology,Alicante,Spain","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"University of Alicante,Department of Computer Technology,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045870755","display_name":"Jorge Azor\u00edn-L\u00f3pez","orcid":"https://orcid.org/0000-0003-4762-6927"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Azorin-Lopez","raw_affiliation_strings":["University of Alicante,Department of Computer Technology,Alicante,Spain","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"University of Alicante,Department of Computer Technology,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080320457","display_name":"Andr\u00e9s Fuster-Guill\u00f3","orcid":"https://orcid.org/0000-0003-0938-6344"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andres Fuster-Guillo","raw_affiliation_strings":["University of Alicante,Department of Computer Technology,Alicante,Spain","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"University of Alicante,Department of Computer Technology,Alicante,Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028945893"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":null,"apc_paid":null,"fwci":5.2871,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97010228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9787999987602234,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fishing","display_name":"Fishing","score":0.7059689164161682},{"id":"https://openalex.org/keywords/overexploitation","display_name":"Overexploitation","score":0.6083582043647766},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.5917881727218628},{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.5500137805938721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5488038659095764},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.5311697125434875},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.5264036059379578},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5122126936912537},{"id":"https://openalex.org/keywords/fishing-industry","display_name":"Fishing industry","score":0.47284868359565735},{"id":"https://openalex.org/keywords/diversity-of-fish","display_name":"Diversity of fish","score":0.44260427355766296},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.4390681982040405},{"id":"https://openalex.org/keywords/ichthyology","display_name":"Ichthyology","score":0.4272882044315338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.412638783454895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3216480612754822},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.25113028287887573},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11932539939880371},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10641637444496155}],"concepts":[{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.7059689164161682},{"id":"https://openalex.org/C152613627","wikidata":"https://www.wikidata.org/wiki/Q3050262","display_name":"Overexploitation","level":2,"score":0.6083582043647766},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.5917881727218628},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.5500137805938721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5488038659095764},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.5311697125434875},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.5264036059379578},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5122126936912537},{"id":"https://openalex.org/C508466165","wikidata":"https://www.wikidata.org/wiki/Q635139","display_name":"Fishing industry","level":3,"score":0.47284868359565735},{"id":"https://openalex.org/C146838864","wikidata":"https://www.wikidata.org/wiki/Q5283970","display_name":"Diversity of fish","level":3,"score":0.44260427355766296},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4390681982040405},{"id":"https://openalex.org/C127482231","wikidata":"https://www.wikidata.org/wiki/Q60242","display_name":"Ichthyology","level":3,"score":0.4272882044315338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.412638783454895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3216480612754822},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.25113028287887573},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11932539939880371},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10641637444496155}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn55064.2022.9892945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892945","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:rua.ua.es:10045/151228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IJCNN55064.2022.9892945","pdf_url":null,"source":{"id":"https://openalex.org/S4306400416","display_name":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2202235164","https://openalex.org/W2555182955","https://openalex.org/W2570343428","https://openalex.org/W2579318141","https://openalex.org/W2594982232","https://openalex.org/W2615126350","https://openalex.org/W2766648222","https://openalex.org/W2804860796","https://openalex.org/W2889985731","https://openalex.org/W2909948317","https://openalex.org/W2912242659","https://openalex.org/W2922223194","https://openalex.org/W2952638627","https://openalex.org/W2957020150","https://openalex.org/W2963150697","https://openalex.org/W2986670051","https://openalex.org/W2988981338","https://openalex.org/W2989651927","https://openalex.org/W2993182889","https://openalex.org/W3006700002","https://openalex.org/W3019461574","https://openalex.org/W3039368862","https://openalex.org/W3047032303","https://openalex.org/W3099319035","https://openalex.org/W3100355537","https://openalex.org/W3105054740","https://openalex.org/W3106250896","https://openalex.org/W3132455321","https://openalex.org/W3168997536","https://openalex.org/W3205388591","https://openalex.org/W3217445779","https://openalex.org/W4293584584","https://openalex.org/W6639102338","https://openalex.org/W6731892127","https://openalex.org/W6750227808","https://openalex.org/W6757911768","https://openalex.org/W6765415427","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W1545957165","https://openalex.org/W2053484254","https://openalex.org/W2098566272","https://openalex.org/W2270408584","https://openalex.org/W27737847","https://openalex.org/W2772542809","https://openalex.org/W3172904158","https://openalex.org/W2278705633","https://openalex.org/W1479815976","https://openalex.org/W3112560658"],"abstract_inverted_index":{"The":[0],"overexploitation":[1],"of":[2,16,23,48,86,90,97,100,103,116,136],"seas":[3],"and":[4,63,126],"oceans":[5],"is":[6,20,42,52],"a":[7,45,53,83],"major":[8],"problem":[9],"that":[10,26,56,75,96],"affects":[11,27],"the":[12,17,21,30,35,39,73,87,91,98,131,153],"world's":[13],"fisheries.":[14],"One":[15],"main":[18],"consequences":[19],"loss":[22],"marine":[24],"biodiversity":[25],"not":[28],"only":[29],"ecosystem":[31],"themselves":[32],"but":[33],"also":[34],"fishing":[36,40],"industries.":[37],"Nowadays,":[38],"sector":[41,55],"immersed":[43],"in":[44,119],"crucial":[46],"process":[47],"digitization,":[49],"as":[50,93,95],"it":[51],"traditional":[54],"lacks,":[57],"among":[58],"other":[59],"things,":[60],"complete,":[61],"accurate,":[62],"reliable":[64],"information":[65],"on":[66,123,140],"fish":[67,78,117,120,137],"catches.":[68],"Being":[69],"able":[70],"to":[71,105],"know":[72],"species":[74,102,138],"arrive":[76],"at":[77],"markets":[79,121],"can":[80,133],"give":[81],"stakeholders":[82],"detailed":[84],"picture":[85],"general":[88],"health":[89],"fisheries,":[92],"well":[94],"populations":[99],"particular":[101],"interest,":[104],"take":[106],"appropriate":[107],"actions.":[108],"This":[109],"paper":[110],"presents":[111],"an":[112],"automated":[113],"monitoring":[114],"system":[115,132],"catches":[118],"based":[122,139],"computer":[124],"vision":[125],"deep":[127],"learning":[128],"methods.":[129],"Specifically,":[130],"identify":[134],"instances":[135],"Yolact":[141],"models.":[142],"Experiments":[143],"have":[144],"been":[145],"performed":[146],"comparing":[147],"different":[148],"network":[149],"backbone":[150],"architectures":[151],"using":[152],"newly":[154],"introduced":[155],"DeepFish":[156],"dataset":[157],"for":[158],"direct":[159],"in-tray":[160],"recognition,":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}