{"id":"https://openalex.org/W3008350376","doi":"https://doi.org/10.1016/j.compag.2020.105274","title":"Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia","display_name":"Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia","publication_year":2020,"publication_date":"2020-02-27","ids":{"openalex":"https://openalex.org/W3008350376","doi":"https://doi.org/10.1016/j.compag.2020.105274","mag":"3008350376"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2020.105274","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2020.105274","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-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/A5004213122","display_name":"Arthur Fernandes","orcid":"https://orcid.org/0000-0002-4020-2892"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arthur F.A. Fernandes","raw_affiliation_strings":["Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052517928","display_name":"Eduardo Maldonado Turra","orcid":"https://orcid.org/0000-0002-3489-989X"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo M. Turra","raw_affiliation_strings":["Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016766760","display_name":"\u00c9rika Ramos de Alvarenga","orcid":"https://orcid.org/0000-0002-2542-1691"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"\u00c9rika R. de Alvarenga","raw_affiliation_strings":["Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033565668","display_name":"Tiago Luciano Passafaro","orcid":"https://orcid.org/0000-0003-4490-8611"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiago L. Passafaro","raw_affiliation_strings":["Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065361726","display_name":"Fernando Brito Lopes","orcid":"https://orcid.org/0000-0003-1292-3331"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando B. Lopes","raw_affiliation_strings":["Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048303904","display_name":"Gabriel Francisco de Oliveira Alves","orcid":"https://orcid.org/0000-0002-5293-4556"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel F.O. Alves","raw_affiliation_strings":["Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Zootecnia, Escola de Veterin\u00e1ria da Universidade Federal de Minas Gerais, Av. Ant\u00f4nio Carlos, 6627, Caixa Postal 567, Campus da UFMG, CEP 30123-970 Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779003","display_name":"Vikas Singh","orcid":"https://orcid.org/0000-0002-8355-6519"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Singh","raw_affiliation_strings":["Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, 5795 Medical Sciences Center, 1300 University Avenue, Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, 5795 Medical Sciences Center, 1300 University Avenue, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009058174","display_name":"Guilherme J. M. Rosa","orcid":"https://orcid.org/0000-0001-9172-6461"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guilherme J.M. Rosa","raw_affiliation_strings":["Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA","Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, 5795 Medical Sciences Center, 1300 University Avenue, Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Animal Sciences, University of Wisconsin-Madison, Animal Science Building, 1675 Observatory Dr., Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, 5795 Medical Sciences Center, 1300 University Avenue, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009058174"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":{"value":3680,"currency":"USD","value_usd":3680},"apc_paid":null,"fwci":8.0317,"has_fulltext":false,"cited_by_count":164,"citation_normalized_percentile":{"value":0.98215386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"170","issue":null,"first_page":"105274","last_page":"105274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9997000098228455,"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":0.9997000098228455,"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/T12014","display_name":"Fish biology, ecology, and behavior","score":0.9905999898910522,"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/T10302","display_name":"Fish Ecology and Management Studies","score":0.9872999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6381037831306458},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6046159863471985},{"id":"https://openalex.org/keywords/nile-tilapia","display_name":"Nile tilapia","score":0.6009396314620972},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.558303713798523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44742539525032043},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42613619565963745},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4218651056289673},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3795492947101593},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3575841784477234},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.24159511923789978},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2118593454360962},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.17058217525482178},{"id":"https://openalex.org/keywords/oreochromis","display_name":"Oreochromis","score":0.11593928933143616}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6381037831306458},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6046159863471985},{"id":"https://openalex.org/C2780129523","wikidata":"https://www.wikidata.org/wiki/Q311170","display_name":"Nile tilapia","level":4,"score":0.6009396314620972},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.558303713798523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44742539525032043},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42613619565963745},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4218651056289673},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3795492947101593},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3575841784477234},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.24159511923789978},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2118593454360962},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.17058217525482178},{"id":"https://openalex.org/C2778658382","wikidata":"https://www.wikidata.org/wiki/Q4621959","display_name":"Oreochromis","level":3,"score":0.11593928933143616}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2020.105274","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2020.105274","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W837473500","https://openalex.org/W1901129140","https://openalex.org/W1991539813","https://openalex.org/W2029988511","https://openalex.org/W2087716278","https://openalex.org/W2112796928","https://openalex.org/W2117580587","https://openalex.org/W2149537945","https://openalex.org/W2162303335","https://openalex.org/W2163605009","https://openalex.org/W2218354187","https://openalex.org/W2290108831","https://openalex.org/W2556405660","https://openalex.org/W2557283755","https://openalex.org/W2605538337","https://openalex.org/W2737897449","https://openalex.org/W2743627947","https://openalex.org/W2797538836","https://openalex.org/W2879638548","https://openalex.org/W2885575739","https://openalex.org/W2898821016","https://openalex.org/W2943049836","https://openalex.org/W2958251816","https://openalex.org/W6684191040","https://openalex.org/W7046389527"],"related_works":["https://openalex.org/W2032011526","https://openalex.org/W256374568","https://openalex.org/W2945804006","https://openalex.org/W2601053396","https://openalex.org/W2282139353","https://openalex.org/W4384566983","https://openalex.org/W4323022886","https://openalex.org/W1968669032","https://openalex.org/W1903467096","https://openalex.org/W4387386968"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}