{"id":"https://openalex.org/W3089463973","doi":"https://doi.org/10.1587/transinf.2020edp7059","title":"Joint Multi-Patch and Multi-Task CNNs for Robust Face Recognition","display_name":"Joint Multi-Patch and Multi-Task CNNs for Robust Face Recognition","publication_year":2020,"publication_date":"2020-09-30","ids":{"openalex":"https://openalex.org/W3089463973","doi":"https://doi.org/10.1587/transinf.2020edp7059","mag":"3089463973"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2020edp7059","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7059","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/10/E103.D_2020EDP7059/_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/E103.D/10/E103.D_2020EDP7059/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100667547","display_name":"Yanfei Liu","orcid":"https://orcid.org/0000-0002-8372-0307"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanfei LIU","raw_affiliation_strings":["Chongqing University of Technology"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Technology","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636765","display_name":"Junhua Chen","orcid":"https://orcid.org/0000-0002-7688-6851"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua CHEN","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101941491","display_name":"Yu Qiu","orcid":"https://orcid.org/0000-0003-0780-993X"},"institutions":[{"id":"https://openalex.org/I4210101171","display_name":"Zhejiang Industry Polytechnic College","ror":"https://ror.org/0192j7z55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210101171"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu QIU","raw_affiliation_strings":["Chongqing Industry Polytechnic College"],"affiliations":[{"raw_affiliation_string":"Chongqing Industry Polytechnic College","institution_ids":["https://openalex.org/I4210101171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100667547"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":null,"apc_paid":null,"fwci":0.1963,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50608402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"E103.D","issue":"10","first_page":"2178","last_page":"2187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":1.0,"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":1.0,"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":0.9988999962806702,"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":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.852947473526001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7355837821960449},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7176374197006226},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6729264259338379},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5596146583557129},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.51133793592453},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4632841944694519},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.43937593698501587},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.41217079758644104},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3546915054321289},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3214408755302429}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852947473526001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7355837821960449},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7176374197006226},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6729264259338379},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5596146583557129},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.51133793592453},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4632841944694519},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.43937593698501587},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41217079758644104},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3546915054321289},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3214408755302429},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2020edp7059","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7059","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/10/E103.D_2020EDP7059/_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.2020edp7059","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edp7059","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/10/E103.D_2020EDP7059/_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":[{"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/G3085993365","display_name":null,"funder_award_id":"(Grant No.","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/G4007709591","display_name":null,"funder_award_id":"61502444","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","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/G6721909089","display_name":null,"funder_award_id":"201801","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8660136967","display_name":null,"funder_award_id":"2018011","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"},{"id":"https://openalex.org/F4320321135","display_name":"Chongqing University","ror":"https://ror.org/023rhb549"},{"id":"https://openalex.org/F4320322955","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3089463973.pdf","grobid_xml":"https://content.openalex.org/works/W3089463973.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1509966554","https://openalex.org/W1545641654","https://openalex.org/W1677182931","https://openalex.org/W1836465849","https://openalex.org/W1896424170","https://openalex.org/W1950843348","https://openalex.org/W1951319388","https://openalex.org/W1998808035","https://openalex.org/W2019464758","https://openalex.org/W2024688311","https://openalex.org/W2040719874","https://openalex.org/W2096733369","https://openalex.org/W2114588272","https://openalex.org/W2117072267","https://openalex.org/W2137857332","https://openalex.org/W2140609507","https://openalex.org/W2144172034","https://openalex.org/W2145287260","https://openalex.org/W2155742272","https://openalex.org/W2163605009","https://openalex.org/W2163808566","https://openalex.org/W2164294799","https://openalex.org/W2166916857","https://openalex.org/W2194775991","https://openalex.org/W2296659146","https://openalex.org/W2325939864","https://openalex.org/W2397163812","https://openalex.org/W2465108587","https://openalex.org/W2520774990","https://openalex.org/W2536626143","https://openalex.org/W2548780814","https://openalex.org/W2579629135","https://openalex.org/W2588595876","https://openalex.org/W2620200771","https://openalex.org/W2737047298","https://openalex.org/W2782153440","https://openalex.org/W2807461033","https://openalex.org/W2894544906","https://openalex.org/W2963100452","https://openalex.org/W2963377935","https://openalex.org/W2963671154","https://openalex.org/W2994972433","https://openalex.org/W3098883884","https://openalex.org/W3102661353","https://openalex.org/W4240249948"],"related_works":["https://openalex.org/W2123263858","https://openalex.org/W4293226380","https://openalex.org/W3127959533","https://openalex.org/W2894986065","https://openalex.org/W4387967917","https://openalex.org/W4287600488","https://openalex.org/W4386925306","https://openalex.org/W3101088080","https://openalex.org/W2946083937","https://openalex.org/W2950785639"],"abstract_inverted_index":{"In":[0,26],"this":[1],"paper,":[2],"we":[3,92,141],"present":[4],"a":[5,30,36,52,72,95,107,111,143],"joint":[6],"multi-patch":[7,33],"and":[8,19,35,44,47,60,140,160],"multi-task":[9,53],"convolutional":[10],"neural":[11],"networks":[12],"(JMM-CNNs)":[13],"framework":[14],"to":[15,42,70,105,120],"learn":[16,43],"more":[17],"descriptive":[18],"robust":[20],"face":[21,24,57,74,78,90],"representation":[22,75],"for":[23,76],"recognition.":[25],"the":[27,67,77,84,88,102,122,134,137,154],"proposed":[28,138],"JMM-CNNs,":[29],"set":[31],"of":[32,87,101,136],"CNNs":[34],"feature":[37,69],"fusion":[38],"network":[39,127],"are":[40],"constructed":[41],"fuse":[45],"global":[46],"local":[48],"facial":[49],"features,":[50],"then":[51],"learning":[54],"algorithm,":[55],"including":[56],"recognition":[58,79],"task":[59],"pose":[61,85],"estimation":[62],"task,":[63],"is":[64,118],"operated":[65],"on":[66,99,130,150],"fused":[68],"obtain":[71],"pose-invariant":[73],"task.":[80],"To":[81],"further":[82],"enhance":[83],"insensitiveness":[86],"learned":[89],"representation,":[91],"also":[93],"introduce":[94],"similarity":[96],"regularization":[97,108],"term":[98],"features":[100],"two":[103],"tasks":[104],"propose":[106],"loss.":[109],"Moreover,":[110],"simple":[112],"but":[113],"effective":[114],"patch":[115],"sampling":[116],"strategy":[117],"applied":[119],"make":[121],"JMM-CNNs":[123],"have":[124],"an":[125],"end-to-end":[126],"architecture.":[128],"Experiments":[129],"Multi-PIE":[131],"dataset":[132],"demonstrate":[133],"effectiveness":[135],"method,":[139],"achieve":[142],"competitive":[144],"performance":[145],"compared":[146],"with":[147],"state-of-the-art":[148],"methods":[149],"Labeled":[151],"Face":[152],"in":[153],"Wild":[155],"(LFW),":[156],"YouTube":[157],"Faces":[158],"(YTF)":[159],"MegaFace":[161],"Challenge.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}