{"id":"https://openalex.org/W2910187907","doi":"https://doi.org/10.1145/3290589.3290598","title":"Facial-based Intrusion Detection System with Deep Learning in Embedded Devices","display_name":"Facial-based Intrusion Detection System with Deep Learning in Embedded Devices","publication_year":2018,"publication_date":"2018-10-12","ids":{"openalex":"https://openalex.org/W2910187907","doi":"https://doi.org/10.1145/3290589.3290598","mag":"2910187907"},"language":"en","primary_location":{"id":"doi:10.1145/3290589.3290598","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290589.3290598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openportal.isti.cnr.it/doc?id=people______::22427a33a69e74c56d34685859633de1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072396889","display_name":"Giuseppe Amato","orcid":"https://orcid.org/0000-0003-0171-4315"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Amato","raw_affiliation_strings":["Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059447545","display_name":"Fabio Carrara","orcid":"https://orcid.org/0000-0001-5014-5089"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Carrara","raw_affiliation_strings":["Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047189288","display_name":"Fabrizio Falchi","orcid":"https://orcid.org/0000-0001-6258-5313"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Falchi","raw_affiliation_strings":["Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072879702","display_name":"Claudio Gennaro","orcid":"https://orcid.org/0000-0002-3715-149X"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Gennaro","raw_affiliation_strings":["Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045424388","display_name":"Claudio Vairo","orcid":"https://orcid.org/0000-0003-2740-4331"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Vairo","raw_affiliation_strings":["Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies of the National Research Council of Italy (ISTI-CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.424,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69139852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"27","issue":null,"first_page":"64","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9968000054359436,"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/T10331","display_name":"Video Surveillance and Tracking Methods","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/computer-science","display_name":"Computer science","score":0.8133507966995239},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6340506672859192},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6087614297866821},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5252140164375305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47723841667175293},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4554833769798279},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4150456190109253},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3533349335193634},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.32018226385116577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8133507966995239},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6340506672859192},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6087614297866821},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5252140164375305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47723841667175293},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4554833769798279},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4150456190109253},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3533349335193634},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.32018226385116577}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3290589.3290598","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290589.3290598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:dnet:people______::22427a33a69e74c56d34685859633de1","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::22427a33a69e74c56d34685859633de1","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 International Conference on Sensors, Signal and Image Processing, pp. 64\u201368, Prague, Czech Republic, 12-14 October 2018","raw_type":"Conference article"}],"best_oa_location":{"id":"pmh:oai:dnet:people______::22427a33a69e74c56d34685859633de1","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::22427a33a69e74c56d34685859633de1","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 International Conference on Sensors, Signal and Image Processing, pp. 64\u201368, Prague, Czech Republic, 12-14 October 2018","raw_type":"Conference article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1545641654","https://openalex.org/W1570086079","https://openalex.org/W1686810756","https://openalex.org/W1703179648","https://openalex.org/W1782590233","https://openalex.org/W2147768505","https://openalex.org/W2163808566","https://openalex.org/W2183182206","https://openalex.org/W2194775991","https://openalex.org/W2197014440","https://openalex.org/W2325939864","https://openalex.org/W2509564062","https://openalex.org/W2509788514","https://openalex.org/W2513009098","https://openalex.org/W2515770085","https://openalex.org/W2545300838","https://openalex.org/W2564188453","https://openalex.org/W2616180702","https://openalex.org/W2618530766","https://openalex.org/W2750905100","https://openalex.org/W2752782242","https://openalex.org/W2770602608","https://openalex.org/W2774884718","https://openalex.org/W2783101206","https://openalex.org/W2798371872","https://openalex.org/W2919115771","https://openalex.org/W2963839617","https://openalex.org/W2973496740","https://openalex.org/W3099206234","https://openalex.org/W3106250896","https://openalex.org/W4234552385"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2361044160","https://openalex.org/W3120792425","https://openalex.org/W2985118265"],"abstract_inverted_index":{"With":[0],"the":[1,22,26],"advent":[2],"of":[3,24,28],"deep":[4],"learning":[5],"based":[6],"methods,":[7],"facial":[8],"recognition":[9],"algorithms":[10,19],"have":[11,20],"become":[12],"more":[13],"effective":[14],"and":[15],"efficient.":[16],"However,":[17],"these":[18],"usually":[21],"disadvantage":[23],"requiring":[25],"use":[27],"dedicated":[29],"hardware":[30],"devices,":[31],"such":[32],"as":[33],"graphical":[34],"processing":[35],"units":[36],"(GPUs),":[37],"which":[38],"pose":[39],"restrictions":[40],"on":[41,44],"their":[42],"usage":[43],"embedded":[45],"devices":[46],"with":[47],"limited":[48],"computational":[49],"power.":[50]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}