{"id":"https://openalex.org/W4200001838","doi":"https://doi.org/10.3390/info12120532","title":"Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms","display_name":"Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms","publication_year":2021,"publication_date":"2021-12-20","ids":{"openalex":"https://openalex.org/W4200001838","doi":"https://doi.org/10.3390/info12120532"},"language":"en","primary_location":{"id":"doi:10.3390/info12120532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12120532","pdf_url":"https://www.mdpi.com/2078-2489/12/12/532/pdf?version=1640137900","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/12/532/pdf?version=1640137900","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078364512","display_name":"Unai Elordi","orcid":"https://orcid.org/0000-0002-6276-0123"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Unai Elordi","raw_affiliation_strings":["Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6276-0123","affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063486136","display_name":"Chiara Lunerti","orcid":"https://orcid.org/0000-0002-7208-3066"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Chiara Lunerti","raw_affiliation_strings":["Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7208-3066","affiliations":[{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031497416","display_name":"Luis Unzueta","orcid":"https://orcid.org/0000-0001-5648-0910"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Unzueta","raw_affiliation_strings":["Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5648-0910","affiliations":[{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034084002","display_name":"Jon Goenetxea","orcid":"https://orcid.org/0000-0001-8412-5123"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jon Goenetxea","raw_affiliation_strings":["Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029149022","display_name":"Nerea Aranjuelo","orcid":"https://orcid.org/0000-0002-7853-6708"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nerea Aranjuelo","raw_affiliation_strings":["Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045099740","display_name":"\u00c1lvaro Bertelsen","orcid":"https://orcid.org/0000-0003-2421-9202"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alvaro Bertelsen","raw_affiliation_strings":["Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech, Basque Research and Technology Alliance (BRTA), 20009 Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021284069","display_name":"Ignacio Arganda\u2010Carreras","orcid":"https://orcid.org/0000-0003-0229-5722"},"institutions":[{"id":"https://openalex.org/I110594554","display_name":"Ikerbasque","ror":"https://ror.org/01cc3fy72","country_code":"ES","type":"other","lineage":["https://openalex.org/I110594554"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I47686490","display_name":"Donostia International Physics Center","ror":"https://ror.org/02e24yw40","country_code":"ES","type":"other","lineage":["https://openalex.org/I47686490"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Arganda-Carreras","raw_affiliation_strings":["Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","Donostia International Physics Center (DIPC), 20018 Donostia, Spain","Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0229-5722","affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Department, Campus Donostia, University of the Basque Country (UPV/EHU), 20018 Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Donostia International Physics Center (DIPC), 20018 Donostia, Spain","institution_ids":["https://openalex.org/I47686490"]},{"raw_affiliation_string":"Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain","institution_ids":["https://openalex.org/I110594554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078364512"],"corresponding_institution_ids":["https://openalex.org/I169108374","https://openalex.org/I4210092551"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.4339,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.59508849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"12","first_page":"532","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9961000084877014,"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/software-deployment","display_name":"Software deployment","score":0.885253369808197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.795447587966919},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7646282315254211},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6288424730300903},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5591015219688416},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5355067253112793},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4455990493297577},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4372977614402771},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.41936278343200684},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.40360957384109497},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3967565894126892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39456886053085327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3253687918186188},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20691722631454468},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.15928751230239868}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.885253369808197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795447587966919},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7646282315254211},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6288424730300903},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5591015219688416},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5355067253112793},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4455990493297577},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4372977614402771},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.41936278343200684},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40360957384109497},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3967565894126892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39456886053085327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3253687918186188},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20691722631454468},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.15928751230239868}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/info12120532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12120532","pdf_url":"https://www.mdpi.com/2078-2489/12/12/532/pdf?version=1640137900","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},{"id":"pmh:oai:addi.ehu.es:10810/54755","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/54755","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:86894ac74ee44ebf90b50b318bf32746","is_oa":true,"landing_page_url":"https://doaj.org/article/86894ac74ee44ebf90b50b318bf32746","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":"Information, Vol 12, Iss 12, p 532 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/12/532/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12120532","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":"Information; Volume 12; Issue 12; Pages: 532","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info12120532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12120532","pdf_url":"https://www.mdpi.com/2078-2489/12/12/532/pdf?version=1640137900","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4200001838.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1523682477","https://openalex.org/W2126385963","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2513158035","https://openalex.org/W2581688519","https://openalex.org/W2798479296","https://openalex.org/W2799878084","https://openalex.org/W2885657717","https://openalex.org/W2909148095","https://openalex.org/W2910297311","https://openalex.org/W2995370638","https://openalex.org/W2999624653","https://openalex.org/W2999711171","https://openalex.org/W3036317259","https://openalex.org/W3043571714","https://openalex.org/W3043683372","https://openalex.org/W3044222737","https://openalex.org/W3045714998","https://openalex.org/W3094380308","https://openalex.org/W3096672325","https://openalex.org/W3102441862","https://openalex.org/W3106250896","https://openalex.org/W3113087954","https://openalex.org/W3124967068","https://openalex.org/W3126377002","https://openalex.org/W3163840045","https://openalex.org/W3201828506","https://openalex.org/W6795819564"],"related_works":["https://openalex.org/W2566006169","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2076845124","https://openalex.org/W632915154","https://openalex.org/W2183964146","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2369811061","https://openalex.org/W3089997100"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"tackle":[4],"the":[5,24,33,44,52,56,86,97],"problem":[6],"of":[7,16,27,36,47,58,69,89,100],"deploying":[8],"face":[9],"recognition":[10],"(FR)":[11],"solutions":[12,92],"in":[13,32,93,122],"heterogeneous":[14],"Internet":[15],"Things":[17],"(IoT)":[18],"platforms.":[19],"The":[20],"main":[21],"challenges":[22,79],"are":[23],"optimal":[25],"deployment":[26,88],"deep":[28],"neural":[29],"networks":[30],"(DNNs)":[31],"high":[34],"variety":[35],"IoT":[37,94,129],"devices":[38],"(e.g.,":[39],"robots,":[40],"tablets,":[41],"smartphones,":[42],"etc.),":[43],"secure":[45,98],"management":[46,99],"biometric":[48,101],"data":[49],"while":[50],"respecting":[51],"users\u2019":[53],"privacy,":[54],"and":[55,80,103,114,124],"design":[57],"appropriate":[59],"user":[60],"interaction":[61],"with":[62,96,117],"facial":[63],"verification":[64],"mechanisms":[65],"for":[66,85,106,120],"all":[67,77],"kinds":[68],"users.":[70],"We":[71,109],"analyze":[72],"different":[73],"approaches":[74],"to":[75],"solving":[76],"these":[78],"propose":[81],"a":[82],"knowledge-driven":[83],"methodology":[84],"automated":[87],"DNN-based":[90],"FR":[91,121],"devices,":[95],"data,":[102],"real-time":[104],"feedback":[105],"improved":[107],"interaction.":[108],"provide":[110],"some":[111],"practical":[112],"examples":[113],"experimental":[115],"results":[116],"state-of-the-art":[118],"DNNs":[119],"Intel\u2019s":[123],"NVIDIA\u2019s":[125],"hardware":[126],"platforms":[127],"as":[128],"devices.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
