{"id":"https://openalex.org/W2961216739","doi":"https://doi.org/10.1109/meco.2019.8760200","title":"Embedded Face Analysis for Smart Videosurveillance","display_name":"Embedded Face Analysis for Smart Videosurveillance","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2961216739","doi":"https://doi.org/10.1109/meco.2019.8760200","mag":"2961216739"},"language":"en","primary_location":{"id":"doi:10.1109/meco.2019.8760200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2019.8760200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"},"type":"article","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/A5012892451","display_name":"Roberto Giorgi","orcid":"https://orcid.org/0000-0003-0384-8229"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Roberto Giorgi","raw_affiliation_strings":["Universit\u00e0 degli Studi di Siena, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043760986","display_name":"David Oro","orcid":"https://orcid.org/0000-0002-1944-343X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Oro","raw_affiliation_strings":["Herta Security, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Herta Security, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056981166","display_name":"Sara Ermini","orcid":"https://orcid.org/0000-0002-9128-8163"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Ermini","raw_affiliation_strings":["Universit\u00e0 degli Studi di Siena, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052276558","display_name":"Francesco Montefoschi","orcid":null},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Montefoschi","raw_affiliation_strings":["Universit\u00e0 degli Studi di Siena, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030995771","display_name":"Antonio Rizzo","orcid":"https://orcid.org/0000-0002-2648-9508"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Rizzo","raw_affiliation_strings":["Universit\u00e0 degli Studi di Siena, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012892451"],"corresponding_institution_ids":["https://openalex.org/I102064193"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06240815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"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":0.9991999864578247,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"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":0.9940000176429749,"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":0.8398694396018982},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.584761917591095},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5753382444381714},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5555407404899597},{"id":"https://openalex.org/keywords/reconfigurable-computing","display_name":"Reconfigurable computing","score":0.5023996829986572},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4697466492652893},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.46111464500427246},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4235241711139679},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4225104749202728},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.41071566939353943},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.39746761322021484},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3487601578235626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.195419043302536},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16136488318443298},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12879154086112976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8398694396018982},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.584761917591095},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5753382444381714},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5555407404899597},{"id":"https://openalex.org/C142962650","wikidata":"https://www.wikidata.org/wiki/Q240838","display_name":"Reconfigurable computing","level":3,"score":0.5023996829986572},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4697466492652893},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.46111464500427246},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4235241711139679},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4225104749202728},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.41071566939353943},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.39746761322021484},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3487601578235626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.195419043302536},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16136488318443298},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12879154086112976},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/meco.2019.8760200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2019.8760200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1152414","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/8760200","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8399999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W114182254","https://openalex.org/W131963263","https://openalex.org/W174372375","https://openalex.org/W1554548605","https://openalex.org/W1578847235","https://openalex.org/W1958464832","https://openalex.org/W2018936045","https://openalex.org/W2050207849","https://openalex.org/W2083683467","https://openalex.org/W2091060479","https://openalex.org/W2122188426","https://openalex.org/W2166535427","https://openalex.org/W2219327474","https://openalex.org/W2221253584","https://openalex.org/W2276486856","https://openalex.org/W2417834006","https://openalex.org/W2621380892","https://openalex.org/W2736197809","https://openalex.org/W2765275711","https://openalex.org/W2888147629","https://openalex.org/W2918181239","https://openalex.org/W2944573483","https://openalex.org/W2945571264","https://openalex.org/W4235675695","https://openalex.org/W4249578161","https://openalex.org/W4285719527","https://openalex.org/W6604617307","https://openalex.org/W6605270897","https://openalex.org/W6634754479","https://openalex.org/W6740868366","https://openalex.org/W6759835622","https://openalex.org/W6762775410"],"related_works":["https://openalex.org/W1612076744","https://openalex.org/W2152074211","https://openalex.org/W2126857316","https://openalex.org/W2129019972","https://openalex.org/W3164085601","https://openalex.org/W1522032972","https://openalex.org/W2139962137","https://openalex.org/W2113308450","https://openalex.org/W1967938402","https://openalex.org/W2386041993"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,120],"describe":[4],"our":[5],"methodology":[6],"for":[7,13],"designing":[8],"a":[9],"smart":[10],"Videosurveillance":[11],"system":[12,17,46],"face":[14],"analysis.":[15],"The":[16,99,137],"aims":[18],"at":[19,134],"increasing":[20],"the":[21,45,50,57,61,74,79,96,105,112,131,143],"security":[22],"by":[23,88,141],"gathering":[24],"demographic":[25],"statistics":[26],"in":[27,108],"highly":[28],"crowded":[29],"areas":[30],"such":[31],"as":[32],"train":[33],"stations,":[34],"airports":[35],"and":[36,59,68,86],"shopping":[37],"malls.":[38],"Based":[39],"on":[40,49],"Convolutional":[41],"Neural":[42],"Networks":[43],"(CNNs),":[44],"architecture":[47],"relies":[48],"reconfigurable":[51,106],"hardware":[52,107],"to":[53,65,92,95,104,110],"accelerate":[54],"part":[55],"of":[56,78],"computation":[58],"reduce":[60],"power":[62,132],"consumption":[63,133],"compared":[64],"general-purpose":[66],"processors":[67],"GPUs.":[69],"To":[70],"achieve":[71,111],"easy":[72],"programmability,":[73],"platform":[75],"makes":[76],"use":[77],"OmpSs":[80],"programming":[81],"model,":[82],"which":[83],"provides":[84],"parallelization":[85],"acceleration":[87],"using":[89,142],"simple":[90],"directives":[91],"be":[93],"added":[94],"sequential":[97],"code.":[98],"rsource-intensive":[100],"tasks":[101],"are":[102],"offloaded":[103],"order":[109],"desired":[113],"performance":[114],"levels.":[115],"Our":[116],"evaluation":[117],"shows":[118],"that":[119],"can":[121],"detect":[122],"more":[123],"than":[124],"600":[125],"faces":[126],"per":[127],"frame,":[128],"while":[129],"keeping":[130],"about":[135],"8W.":[136],"tests":[138],"were":[139],"performed":[140],"AXIOM":[144],"hardware/software":[145],"platform.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-07-23T00:00:00"}
