{"id":"https://openalex.org/W4400167070","doi":"https://doi.org/10.1587/transinf.2023edp7170","title":"VH-YOLOv5s: Detecting the Skin Color of <i>Plectropomus leopardus</i> in Aquaculture Using Mobile Phones","display_name":"VH-YOLOv5s: Detecting the Skin Color of <i>Plectropomus leopardus</i> in Aquaculture Using Mobile Phones","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4400167070","doi":"https://doi.org/10.1587/transinf.2023edp7170"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2023edp7170","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7170","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/7/E107.D_2023EDP7170/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/7/E107.D_2023EDP7170/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100423734","display_name":"Beibei Li","orcid":"https://orcid.org/0000-0002-7173-5894"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beibei LI","raw_affiliation_strings":["National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University","institution_ids":["https://openalex.org/I4210151987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051722428","display_name":"Xun Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun RAN","raw_affiliation_strings":["National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University","institution_ids":["https://openalex.org/I4210151987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062898502","display_name":"Y. F. P. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiran LIU","raw_affiliation_strings":["National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University","institution_ids":["https://openalex.org/I4210151987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653588","display_name":"Wensheng Li","orcid":"https://orcid.org/0000-0002-6639-3156"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wensheng LI","raw_affiliation_strings":["Laizhou Mingbo Aquatic Products Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laizhou Mingbo Aquatic Products Co., Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113271453","display_name":"Qingling DUAN","orcid":"https://orcid.org/0009-0003-3638-1255"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingling DUAN","raw_affiliation_strings":["National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Innovation Center for Digital Fishery, Key Laboratory of Smart Farming Technologies for Aquatic Animal and Livestock, Ministry of Agriculture and Rural Affairs, Beijing Engineering and Technology Research Center for Internet of Things in Agriculture, College of Information and Electrical Engineering, China Agricultural University","institution_ids":["https://openalex.org/I4210151987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1638,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4923653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"E107.D","issue":"7","first_page":"835","last_page":"844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9932000041007996,"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":0.9932000041007996,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/leopardus","display_name":"Leopardus","score":0.851293683052063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6283221244812012},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.38680553436279297},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13853585720062256}],"concepts":[{"id":"https://openalex.org/C2779347578","wikidata":"https://www.wikidata.org/wiki/Q318414","display_name":"Leopardus","level":2,"score":0.851293683052063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6283221244812012},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.38680553436279297},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13853585720062256}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2023edp7170","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7170","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/7/E107.D_2023EDP7170/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2023edp7170","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7170","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/7/E107.D_2023EDP7170/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400167070.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1964650584","https://openalex.org/W1966855663","https://openalex.org/W2593797484","https://openalex.org/W2614473397","https://openalex.org/W2911685041","https://openalex.org/W2987190912","https://openalex.org/W3018757597","https://openalex.org/W3039009902","https://openalex.org/W3099025816","https://openalex.org/W3119127027","https://openalex.org/W3121176332","https://openalex.org/W3126103534","https://openalex.org/W3151857837","https://openalex.org/W3186509750","https://openalex.org/W3216399164","https://openalex.org/W4200606162","https://openalex.org/W4205234725","https://openalex.org/W4210463080","https://openalex.org/W4210812934","https://openalex.org/W4213232074","https://openalex.org/W4221104846","https://openalex.org/W4224316399","https://openalex.org/W4280638958"],"related_works":["https://openalex.org/W4391375266","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","https://openalex.org/W2058452860"],"abstract_inverted_index":{"Fish":[0],"skin":[1,26,39,52,115],"color":[2,15,27,40,53,79,116],"detection":[3,28,41,54,109,147],"plays":[4],"a":[5,36,48,69,119],"critical":[6],"role":[7],"in":[8],"aquaculture.":[9],"However,":[10],"challenges":[11],"arise":[12],"from":[13],"image":[14,78],"cast":[16],"and":[17,129,142,154],"the":[18,22,25,57,61,77,82,97,112],"limited":[19],"dataset,":[20,117],"impacting":[21],"accuracy":[23],"of":[24,63,121,124,127,131],"process.":[29],"To":[30],"address":[31],"these":[32],"issues,":[33],"we":[34,46,67],"proposed":[35,68],"novel":[37],"fish":[38,51],"method,":[42],"termed":[43],"VH-YOLOv5s.":[44],"Specifically,":[45],"constructed":[47],"dataset":[49],"for":[50,171],"to":[55,75,135],"tackle":[56],"limitation":[58],"posed":[59],"by":[60,151],"scarcity":[62],"available":[64],"datasets.":[65],"Additionally,":[66],"Variance":[70],"Gray":[71],"World":[72],"Algorithm":[73],"(VGWA)":[74],"correct":[76],"cast.":[80],"Moreover,":[81],"designed":[83],"Hybrid":[84],"Spatial":[85],"Pyramid":[86],"Pooling":[87],"(HSPP)":[88],"module":[89],"effectively":[90],"performs":[91],"multi-scale":[92],"feature":[93,98],"fusion,":[94],"thereby":[95],"enhancing":[96],"representation":[99],"capability.":[100],"Extensive":[101],"experiments":[102],"have":[103],"demonstrated":[104],"that":[105],"VH-YOLOv5s":[106,144],"achieves":[107],"excellent":[108],"results":[110],"on":[111,164],"Plectropomus":[113],"leopardus":[114],"with":[118],"precision":[120],"91.7%,":[122],"recall":[123],"90.1%,":[125],"mAP@0.5":[126],"95.2%,":[128],"mAP@0.5:0.95":[130],"57.5%.":[132],"When":[133],"compared":[134],"other":[136],"models":[137],"such":[138],"as":[139],"Centernet,":[140],"AutoAssign,":[141],"YOLOX-s,":[143],"exhibits":[145],"superior":[146],"performance,":[148],"surpassing":[149],"them":[150],"2.5%,":[152],"1.8%,":[153],"1.7%,":[155],"respectively.":[156],"Furthermore,":[157],"our":[158],"model":[159],"can":[160],"be":[161],"deployed":[162],"directly":[163],"mobile":[165],"phones,":[166],"making":[167],"it":[168],"highly":[169],"suitable":[170],"practical":[172],"applications.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}