{"id":"https://openalex.org/W4311855706","doi":"https://doi.org/10.3390/s22249600","title":"Recognition of Underwater Materials of Bionic and Natural Fishes Based on Blue-Green Light Reflection","display_name":"Recognition of Underwater Materials of Bionic and Natural Fishes Based on Blue-Green Light Reflection","publication_year":2022,"publication_date":"2022-12-07","ids":{"openalex":"https://openalex.org/W4311855706","doi":"https://doi.org/10.3390/s22249600","pmid":"https://pubmed.ncbi.nlm.nih.gov/36559971"},"language":"en","primary_location":{"id":"doi:10.3390/s22249600","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249600","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9600/pdf?version=1670489793","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/1424-8220/22/24/9600/pdf?version=1670489793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012403609","display_name":"Heng Jiang","orcid":"https://orcid.org/0009-0008-9269-2310"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Jiang","raw_affiliation_strings":["State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101878820","display_name":"Cuicui Zhang","orcid":"https://orcid.org/0000-0001-5263-4345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cuicui Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059124969","display_name":"Renliang Huang","orcid":"https://orcid.org/0000-0003-0797-3473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renliang Huang","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746411","display_name":"Wei Qi","orcid":"https://orcid.org/0000-0002-7378-1392"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Qi","raw_affiliation_strings":["State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050124317","display_name":"Rongxin Su","orcid":"https://orcid.org/0000-0001-9778-9113"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongxin Su","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Chemical Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050124317"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I4210156066"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.1694,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59194646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":"24","first_page":"9600","last_page":"9600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T11387","display_name":"Ichthyology and Marine Biology","score":0.9932000041007996,"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":0.9894000291824341,"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/underwater","display_name":"Underwater","score":0.8007444739341736},{"id":"https://openalex.org/keywords/camouflage","display_name":"Camouflage","score":0.5823233127593994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5578615069389343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5450502038002014},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5169593691825867},{"id":"https://openalex.org/keywords/biomimetics","display_name":"Biomimetics","score":0.49264460802078247},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.48429006338119507},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3996388912200928},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37532809376716614},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16463971138000488}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8007444739341736},{"id":"https://openalex.org/C2776196576","wikidata":"https://www.wikidata.org/wiki/Q196113","display_name":"Camouflage","level":2,"score":0.5823233127593994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5578615069389343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5450502038002014},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5169593691825867},{"id":"https://openalex.org/C165062768","wikidata":"https://www.wikidata.org/wiki/Q1145644","display_name":"Biomimetics","level":2,"score":0.49264460802078247},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.48429006338119507},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3996388912200928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37532809376716614},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16463971138000488},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"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":"D001701","descriptor_name":"Bionics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001701","descriptor_name":"Bionics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001701","descriptor_name":"Bionics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005399","descriptor_name":"Fishes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22249600","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249600","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9600/pdf?version=1670489793","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:36559971","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36559971","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:doaj.org/article:3dc7d122d1b5411eaab0d1c3ed506799","is_oa":true,"landing_page_url":"https://doaj.org/article/3dc7d122d1b5411eaab0d1c3ed506799","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 22, Iss 24, p 9600 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/24/9600/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22249600","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; Volume 22; Issue 24; Pages: 9600","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9781537","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9781537","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"}],"best_oa_location":{"id":"doi:10.3390/s22249600","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249600","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9600/pdf?version=1670489793","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":[{"id":"https://metadata.un.org/sdg/14","score":0.550000011920929,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G291633793","display_name":null,"funder_award_id":"41806116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6117551056","display_name":null,"funder_award_id":"2020JCJQJJ323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311855706.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1974498890","https://openalex.org/W1977197797","https://openalex.org/W2019104368","https://openalex.org/W2106768938","https://openalex.org/W2128129606","https://openalex.org/W2745462041","https://openalex.org/W2749783092","https://openalex.org/W2766700266","https://openalex.org/W2900657054","https://openalex.org/W2901800543","https://openalex.org/W2908675692","https://openalex.org/W2911954134","https://openalex.org/W2920164921","https://openalex.org/W2932101913","https://openalex.org/W2958054638","https://openalex.org/W2971483169","https://openalex.org/W2981770018","https://openalex.org/W3010864154","https://openalex.org/W3012785316","https://openalex.org/W3022420203","https://openalex.org/W3046206496","https://openalex.org/W3087073077","https://openalex.org/W3092038248","https://openalex.org/W3134259965","https://openalex.org/W3134978518","https://openalex.org/W3171377298","https://openalex.org/W3180450926","https://openalex.org/W3195647355","https://openalex.org/W3217119668","https://openalex.org/W4210758330","https://openalex.org/W4224309624","https://openalex.org/W4283690791","https://openalex.org/W4292566376","https://openalex.org/W4293545136","https://openalex.org/W4297880047","https://openalex.org/W6693987500","https://openalex.org/W7071765555"],"related_works":["https://openalex.org/W2978048274","https://openalex.org/W2348329006","https://openalex.org/W2379031960","https://openalex.org/W2376458710","https://openalex.org/W2231217681","https://openalex.org/W2914759737","https://openalex.org/W2984158411","https://openalex.org/W4253283976","https://openalex.org/W4231347762","https://openalex.org/W374553806"],"abstract_inverted_index":{"Thanks":[0],"to":[1,56,111,177,199],"the":[2,182,189,196,205],"advantages":[3],"of":[4,115,121,143,148,152,185,191,207],"low":[5],"disturbance,":[6],"good":[7,98],"concealment":[8],"and":[9,25,32,43,63,102,132,154],"high":[10,58],"mobility,":[11],"bionic":[12,33,50,77,113,125,201],"fishes":[13,34,51,114],"have":[14,46],"been":[15],"developed":[16],"by":[17],"many":[18],"countries":[19],"as":[20,107],"equipment":[21],"for":[22,76,91,155,167],"underwater":[23,92],"observation":[24,89],"data":[26,147],"collection.":[27],"However,":[28],"differentiating":[29,49],"between":[30],"true":[31],"has":[35,97],"become":[36],"a":[37,73,87,108],"challenging":[38],"task.":[39],"Commonly":[40],"used":[41,106],"acoustic":[42],"optical":[44],"technologies":[45],"difficulty":[47],"in":[48,60,136],"from":[52,204],"real":[53,157],"ones":[54],"due":[55],"their":[57],"similarity":[59],"shape,":[61],"size,":[62],"camouflage":[64],"ability.":[65],"To":[66,188],"solve":[67],"this":[68,70,137,194],"problem,":[69],"paper":[71],"proposes":[72],"novel":[74],"idea":[75],"fish":[78,202],"recognition":[79,168,172,203],"based":[80],"on":[81],"blue-green":[82,144,212],"light":[83,96,145,213],"reflection,":[84],"which":[85,180],"is":[86,195],"powerful":[88],"technique":[90],"object":[93],"detection.":[94],"Blue-green":[95],"penetration":[99],"under":[100],"water":[101],"thus":[103],"can":[104,174],"be":[105],"signal":[109],"carrier":[110],"recognize":[112],"different":[116],"surface":[117,122,208],"materials.":[118],"Three":[119],"types":[120],"materials":[123,153],"representing":[124],"fishes,":[126],"namely":[127],"titanium":[128],"alloy,":[129],"carbon":[130],"fiber,":[131],"nylon,":[133],"are":[134],"investigated":[135],"paper.":[138],"We":[139],"collected":[140],"1620":[141],"groups":[142],"reflection":[146],"these":[149],"three":[150,161],"kinds":[151],"two":[156],"fishes.":[158],"Following":[159],"this,":[160],"machine":[162],"learning":[163],"algorithms":[164],"were":[165],"utilized":[166],"among":[169],"them.":[170],"The":[171],"accuracy":[173],"reach":[175],"up":[176],"about":[178],"92.22%,":[179],"demonstrates":[181],"satisfactory":[183],"performance":[184],"our":[186,192],"method.":[187],"best":[190],"knowledge,":[193],"first":[197],"work":[198],"investigate":[200],"perspective":[206],"material":[209],"difference":[210],"using":[211],"reflection.":[214]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
