{"id":"https://openalex.org/W3012437467","doi":"https://doi.org/10.1155/2020/3197623","title":"A Novel Multisupervised Coupled Metric Learning for Low-Resolution Face Matching","display_name":"A Novel Multisupervised Coupled Metric Learning for Low-Resolution Face Matching","publication_year":2020,"publication_date":"2020-03-16","ids":{"openalex":"https://openalex.org/W3012437467","doi":"https://doi.org/10.1155/2020/3197623","mag":"3012437467"},"language":"en","primary_location":{"id":"doi:10.1155/2020/3197623","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3197623","pdf_url":"http://downloads.hindawi.com/journals/am/2020/3197623.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/am/2020/3197623.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023674155","display_name":"Guofeng Zou","orcid":"https://orcid.org/0000-0002-8023-0142"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA","CN"],"is_corresponding":true,"raw_author_name":"Guofeng Zou","raw_affiliation_strings":["College of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China","School of Engineering, The University of British Columbia\u2019s Okanagan Campus, Kelowna V1V 1V7, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8023-0142","affiliations":[{"raw_affiliation_string":"College of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"School of Engineering, The University of British Columbia\u2019s Okanagan Campus, Kelowna V1V 1V7, Canada","institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006056360","display_name":"Guixia Fu","orcid":"https://orcid.org/0000-0002-5651-4022"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guixia Fu","raw_affiliation_strings":["College of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China"],"raw_orcid":"https://orcid.org/0000-0002-5651-4022","affiliations":[{"raw_affiliation_string":"College of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100692222","display_name":"Xiang Peng","orcid":"https://orcid.org/0000-0003-2274-2411"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiang Peng","raw_affiliation_strings":["School of Engineering, The University of British Columbia\u2019s Okanagan Campus, Kelowna V1V 1V7, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of British Columbia\u2019s Okanagan Campus, Kelowna V1V 1V7, Canada","institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023674155"],"corresponding_institution_ids":["https://openalex.org/I119203015","https://openalex.org/I141945490","https://openalex.org/I4405260628"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02334894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9994000196456909,"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/T11448","display_name":"Face recognition and analysis","score":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9973000288009644,"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/T10828","display_name":"Biometric Identification and Security","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7649929523468018},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6881440877914429},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6417741179466248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.629603385925293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5830364227294922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.563360333442688},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4875618815422058},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4802189767360687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46277034282684326},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44629132747650146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33354902267456055},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10708826780319214}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7649929523468018},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6881440877914429},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6417741179466248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.629603385925293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5830364227294922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.563360333442688},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4875618815422058},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4802189767360687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46277034282684326},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44629132747650146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33354902267456055},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10708826780319214},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2020/3197623","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3197623","pdf_url":"http://downloads.hindawi.com/journals/am/2020/3197623.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0b918542f6f1471bbdc6c6e271371078","is_oa":true,"landing_page_url":"https://doaj.org/article/0b918542f6f1471bbdc6c6e271371078","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":"Advances in Multimedia, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/3197623","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3197623","pdf_url":"http://downloads.hindawi.com/journals/am/2020/3197623.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1187884093","display_name":null,"funder_award_id":"61601266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G597969543","display_name":null,"funder_award_id":"118228","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G6699465137","display_name":null,"funder_award_id":"20180831","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8240998770","display_name":null,"funder_award_id":"61601266","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G8587582455","display_name":null,"funder_award_id":"118228","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8735861165","display_name":null,"funder_award_id":"20180831","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322522","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98"},{"id":"https://openalex.org/F4320329790","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012437467.pdf","grobid_xml":"https://content.openalex.org/works/W3012437467.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W617369035","https://openalex.org/W1747367457","https://openalex.org/W1885185971","https://openalex.org/W1889464797","https://openalex.org/W1971286261","https://openalex.org/W1980700998","https://openalex.org/W1981341515","https://openalex.org/W1994204330","https://openalex.org/W2003867509","https://openalex.org/W2033016744","https://openalex.org/W2037231462","https://openalex.org/W2063217876","https://openalex.org/W2070840516","https://openalex.org/W2138451337","https://openalex.org/W2140095548","https://openalex.org/W2509704168","https://openalex.org/W2564325886","https://openalex.org/W2679426462"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W3147584709","https://openalex.org/W4301594054","https://openalex.org/W2794488505","https://openalex.org/W3125889879","https://openalex.org/W2977677679","https://openalex.org/W3124422538","https://openalex.org/W2295467472","https://openalex.org/W1992327129","https://openalex.org/W2132337154"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,123,131,154],"new":[4],"multisupervised":[5,125],"coupled":[6,17,30,53,205],"metric":[7,18,31,83],"learning":[8,19,32],"(MS-CML)":[9],"method":[10,76],"for":[11],"low-resolution":[12],"face":[13,26,92,217],"image":[14,60],"matching.":[15],"While":[16],"has":[20],"achieved":[21],"good":[22],"performance":[23],"in":[24,46,51,203],"degraded":[25,59],"recognition,":[27],"most":[28],"existing":[29],"methods":[33],"only":[34],"adopt":[35],"the":[36,47,52,56,79,89,95,102,144,149,162,167,171,180,188,195,200,204,220,223],"category":[37,150,183],"label":[38,184],"as":[39],"supervision,":[40],"which":[41,86,101,128,152,173],"easily":[42,209],"leads":[43],"to":[44,77],"changes":[45],"distribution":[48,168,186],"of":[49,58,104,112,130,143,161,170,182,222],"samples":[50],"space.":[54],"And":[55],"accuracy":[57],"matching":[61],"is":[62,108,116,148,166],"seriously":[63],"influenced":[64],"by":[65],"these":[66],"changes.":[67],"To":[68],"address":[69],"this":[70,119],"problem,":[71,198],"we":[72,121],"propose":[73],"an":[74,136,175],"MS-CML":[75],"train":[78],"linear":[80],"and":[81,110,135,185,199],"nonlinear":[82],"model,":[84],"respectively,":[85],"can":[87,191],"project":[88],"different":[90,216],"resolution":[91],"pairs":[93],"into":[94],"same":[96],"latent":[97],"feature":[98],"space,":[99],"under":[100],"distance":[103],"each":[105,113],"positive":[106],"pair":[107,115],"reduced":[109],"that":[111],"negative":[114],"enlarged.":[117],"In":[118],"work,":[120],"defined":[122],"novel":[124],"objective":[126,133,138,146,164],"function,":[127],"consists":[129],"main":[132,145],"function":[134,147,165],"auxiliary":[137,163,176],"function.":[139],"The":[140,158],"supervised":[141,159],"information":[142,160],"label,":[151],"plays":[153,174],"major":[155],"supervisory":[156,177],"role.":[157,178],"relationship":[169],"samples,":[172],"Under":[179],"supervision":[181],"information,":[187],"learned":[189],"model":[190],"better":[192],"deal":[193],"with":[194],"intraclass":[196],"multimodal":[197],"features":[201],"obtained":[202],"space":[206],"are":[207],"more":[208],"matched":[210],"correctly.":[211],"Experimental":[212],"results":[213],"on":[214],"three":[215],"datasets":[218],"validate":[219],"efficacy":[221],"proposed":[224],"method.":[225]},"counts_by_year":[],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}