{"id":"https://openalex.org/W2914509988","doi":"https://doi.org/10.1109/ivcnz.2018.8634724","title":"A Pipeline to Improve Face Recognition Datasets and Applications","display_name":"A Pipeline to Improve Face Recognition Datasets and Applications","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2914509988","doi":"https://doi.org/10.1109/ivcnz.2018.8634724","mag":"2914509988"},"language":"en","primary_location":{"id":"doi:10.1109/ivcnz.2018.8634724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2018.8634724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054778549","display_name":"Ignazio Gallo","orcid":"https://orcid.org/0000-0002-7076-8328"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"I. Gallo","raw_affiliation_strings":["University of Insubria, Varese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Insubria, Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016485532","display_name":"Shah Nawaz","orcid":"https://orcid.org/0000-0002-7715-4409"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Nawaz","raw_affiliation_strings":["University of Insubria, Varese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Insubria, Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087859719","display_name":"Alessandro Calefati","orcid":"https://orcid.org/0000-0003-3860-4785"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Calefati","raw_affiliation_strings":["University of Insubria, Varese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Insubria, Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050052345","display_name":"Gabriele Piccoli","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Piccoli","raw_affiliation_strings":["Louisiana State University, LA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, LA, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.832758367061615},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.8229565620422363},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.8008878231048584},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7134407758712769},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5996958017349243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5628317594528198},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4860253930091858},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42420119047164917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4170233905315399},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.4140823185443878},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06006971001625061}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832758367061615},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.8229565620422363},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.8008878231048584},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7134407758712769},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5996958017349243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5628317594528198},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4860253930091858},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42420119047164917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4170233905315399},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.4140823185443878},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06006971001625061},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ivcnz.2018.8634724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2018.8634724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lsu.edu:infosys_pubs-1157","is_oa":false,"landing_page_url":"https://repository.lsu.edu/infosys_pubs/158","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:irinsubria.uninsubria.it:11383/2083803","is_oa":false,"landing_page_url":"http://hdl.handle.net/11383/2083803","pdf_url":null,"source":{"id":"https://openalex.org/S4377196351","display_name":"IrInSubria (University of Insubria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115752224","host_organization_name":"University of Insubria","host_organization_lineage":["https://openalex.org/I115752224"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1509966554","https://openalex.org/W2019464758","https://openalex.org/W2024922353","https://openalex.org/W2096733369","https://openalex.org/W2148603752","https://openalex.org/W2325939864","https://openalex.org/W2341528187","https://openalex.org/W2515770085","https://openalex.org/W2520774990","https://openalex.org/W2562836854","https://openalex.org/W2800958090","https://openalex.org/W2962950337","https://openalex.org/W2963278718","https://openalex.org/W2963480192","https://openalex.org/W2963839617","https://openalex.org/W2964239703","https://openalex.org/W2964350391","https://openalex.org/W3099206234","https://openalex.org/W3101998545","https://openalex.org/W4297786821","https://openalex.org/W6730713231","https://openalex.org/W6753468187"],"related_works":["https://openalex.org/W2475116013","https://openalex.org/W2066741154","https://openalex.org/W2770018148","https://openalex.org/W2358308169","https://openalex.org/W2385135707","https://openalex.org/W2140315382","https://openalex.org/W2059109728","https://openalex.org/W2082556335","https://openalex.org/W2098693229","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0],"recognition":[1,58,94,120],"has":[2],"a":[3,15,22,53,115],"wide":[4],"practical":[5],"applicability":[6],"in":[7,21,27,44,78],"various":[8],"contexts,":[9],"for":[10,118],"example,":[11],"detecting":[12],"students":[13],"attending":[14],"lecture":[16],"at":[17],"university,":[18],"identifying":[19],"members":[20],"gym":[23],"or":[24,96],"monitoring":[25],"people":[26],"an":[28,87],"airport.":[29],"Recent":[30],"methods":[31],"based":[32,60],"on":[33,61],"Convolutional":[34],"Neural":[35],"Network":[36],"(CNN),":[37],"such":[38],"as":[39,77],"FaceNet,":[40],"achieved":[41],"state-of-the-art":[42],"performance":[43,95,109],"face":[45,57,89,119],"recognition.":[46],"Inspired":[47],"from":[48,74,99],"this":[49],"work,":[50],"we":[51],"propose":[52],"pipeline":[54,82],"to":[55,91,105],"improve":[56,92],"systems":[59],"Center":[62],"loss.":[63,80],"The":[64],"main":[65],"advantage":[66],"is":[67,83,129],"that":[68,121],"our":[69],"approach":[70],"does":[71],"not":[72],"suffer":[73],"data":[75],"expansion":[76],"Triplet":[79],"Our":[81],"capable":[84],"of":[85,110,124],"cleaning":[86,127],"existing":[88],"dataset":[90],"the":[93,111,125],"creating":[97],"one":[98],"scratch.":[100],"We":[101],"present":[102],"detailed":[103],"experiments":[104],"show":[106],"characteristics":[107],"and":[108],"pipeline.":[112],"In":[113],"addition,":[114],"small-scale":[116],"application":[117],"makes":[122],"use":[123],"proposed":[126],"process":[128],"presented.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
