{"id":"https://openalex.org/W4401193976","doi":"https://doi.org/10.3389/fnbot.2024.1423848","title":"CLIB: Contrastive learning of ignoring background for underwater fish image classification","display_name":"CLIB: Contrastive learning of ignoring background for underwater fish image classification","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W4401193976","doi":"https://doi.org/10.3389/fnbot.2024.1423848","pmid":"https://pubmed.ncbi.nlm.nih.gov/39144485"},"language":"en","primary_location":{"id":"doi:10.3389/fnbot.2024.1423848","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fnbot.2024.1423848","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2024.1423848/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2024.1423848/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113314937","display_name":"Qiankun Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiankun Yan","raw_affiliation_strings":["College of Computer, Qinghai Normal University, Xining, China","Qinghai Provincial Key Laboratory of IoT, Xining, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of IoT, Xining, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017953851","display_name":"Xiujuan Du","orcid":"https://orcid.org/0000-0002-9221-8917"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiujuan Du","raw_affiliation_strings":["College of Computer, Qinghai Normal University, Xining, China","Qinghai Provincial Key Laboratory of IoT, Xining, China","The State Key Laboratory of Tibetan Intelligent Information Processing and Application, Xining, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of IoT, Xining, China","institution_ids":[]},{"raw_affiliation_string":"The State Key Laboratory of Tibetan Intelligent Information Processing and Application, Xining, China","institution_ids":["https://openalex.org/I20616075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424936","display_name":"Chong Li","orcid":"https://orcid.org/0000-0002-4494-4068"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Li","raw_affiliation_strings":["College of Computer, Qinghai Normal University, Xining, China","Qinghai Provincial Key Laboratory of IoT, Xining, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of IoT, Xining, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052937354","display_name":"Xiaojing Tian","orcid":"https://orcid.org/0000-0002-8959-6984"},"institutions":[{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Tian","raw_affiliation_strings":["College of Computer, Qinghai Normal University, Xining, China","Qinghai Provincial Key Laboratory of IoT, Xining, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qinghai Normal University, Xining, China","institution_ids":["https://openalex.org/I20616075"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of IoT, Xining, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017953851"],"corresponding_institution_ids":["https://openalex.org/I20616075"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11277415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"1423848","last_page":"1423848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.992900013923645,"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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.992900013923645,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9846000075340271,"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/T11698","display_name":"Underwater Acoustics Research","score":0.965399980545044,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8217370510101318},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6857004165649414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6823422908782959},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6294963955879211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.520132839679718},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5099650621414185},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4864025413990021},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4446742832660675},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4390879273414612},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3995414078235626},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3456054925918579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8217370510101318},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6857004165649414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6823422908782959},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6294963955879211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.520132839679718},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5099650621414185},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4864025413990021},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4446742832660675},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4390879273414612},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3995414078235626},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3456054925918579},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fnbot.2024.1423848","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fnbot.2024.1423848","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2024.1423848/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},{"id":"pmid:39144485","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39144485","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":"Frontiers in neurorobotics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11322099","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11322099","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11322099/pdf/fnbot-18-1423848.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Neurorobot","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:da6c5165215a4610b2b2ebec06a01d65","is_oa":true,"landing_page_url":"https://doaj.org/article/da6c5165215a4610b2b2ebec06a01d65","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neurorobotics, Vol 18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fnbot.2024.1423848","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fnbot.2024.1423848","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2024.1423848/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3124566039","display_name":null,"funder_award_id":"2024-ZJ-929","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5568776784","display_name":null,"funder_award_id":"61962052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8018491932","display_name":null,"funder_award_id":"2024-ZJ-929","funder_id":"https://openalex.org/F4320335921","funder_display_name":"Natural Science Foundation of Qinghai"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335921","display_name":"Natural Science Foundation of Qinghai","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401193976.pdf","grobid_xml":"https://content.openalex.org/works/W4401193976.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2000502308","https://openalex.org/W3035060554","https://openalex.org/W3110213826","https://openalex.org/W3156803611","https://openalex.org/W3168997536","https://openalex.org/W3207924272","https://openalex.org/W4210447461","https://openalex.org/W4213068388","https://openalex.org/W4220984888","https://openalex.org/W4221090481","https://openalex.org/W4281394664","https://openalex.org/W4281635965","https://openalex.org/W4282006037","https://openalex.org/W4303684722","https://openalex.org/W4309947496","https://openalex.org/W4363674365","https://openalex.org/W4385988004"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2953138830","https://openalex.org/W2773822314","https://openalex.org/W3176162126","https://openalex.org/W2891537746","https://openalex.org/W3201231642","https://openalex.org/W3217214504"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,5,13,39,52,55,58,61,76,82,104,107,111,115,118,121,129,133,136,142,149,174,179],"problem":[3],"that":[4,158],"existing":[6],"methods":[7],"are":[8],"insufficient":[9],"in":[10,57,87],"dealing":[11],"with":[12,75,163,173],"background":[14,27,56,145],"noise":[15],"anti-interference":[16],"of":[17,25,43,85,132,144,165,181],"underwater":[18,31,44,89],"fish":[19,32,45],"images,":[20,90],"a":[21,93],"contrastive":[22,68,95],"learning":[23,69,128],"method":[24,160],"ignoring":[26,141],"called":[28],"CLIB":[29,49,86,124],"for":[30],"image":[33,46,59,109],"classification":[34],"is":[35,101],"proposed":[36],"to":[37,67,102],"improve":[38,81],"accuracy":[40],"and":[41,64,110,113,120,139,153,169],"robustness":[42],"classification.":[47],"First,":[48],"effectively":[50,140],"separates":[51],"subject":[53,112,119,134],"from":[54],"through":[60],"extraction":[62],"module":[63],"applies":[65],"it":[66],"by":[70],"composing":[71],"three":[72],"complementary":[73],"views":[74],"original":[77,108],"image.":[78],"To":[79],"further":[80,177],"adaptive":[83],"ability":[84],"complex":[88],"we":[91],"propose":[92],"multi-view-based":[94],"loss":[96],"function,":[97],"whose":[98],"core":[99,130],"idea":[100],"enhance":[103],"similarity":[105],"between":[106,117],"maximize":[114],"difference":[116],"background,":[122],"making":[123],"focus":[125],"more":[126],"on":[127,148],"features":[131],"during":[135],"training":[137],"process,":[138],"interference":[143],"noise.":[146],"Experiments":[147],"Fish4Knowledge,":[150],"Fish-gres,":[151],"WildFish-30,":[152],"QUTFish-89":[154],"public":[155],"datasets":[156],"show":[157],"our":[159],"performs":[161],"well,":[162],"improvements":[164],"1.43-6.75%,":[166],"8.16-8.95%,":[167],"13.1-14.82%,":[168],"3.92-6.19%,":[170],"respectively,":[171],"compared":[172],"baseline":[175],"model,":[176],"validating":[178],"effectiveness":[180],"CLIB.":[182]},"counts_by_year":[],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}