{"id":"https://openalex.org/W7166310818","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","title":"Software Tool for Recognition of Human Face in Video Stream","display_name":"Software Tool for Recognition of Human Face in Video Stream","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W7166310818","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf"},"language":"en","primary_location":{"id":"doi:10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","source":{"id":"https://openalex.org/S7407115268","display_name":"International Scientific and Practical Programming Conference (UkrPROG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3806: Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025835478","display_name":"Svitlana Popereshnyak","orcid":"https://orcid.org/0000-0002-0531-9809","observed_orcids":["https://orcid.org/0000-0002-0531-9809"]},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Svitlana Popereshnyak","raw_affiliation_strings":["National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\" , 37, Prospect Beresteiskyi , Kyiv , 03056 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0531-9809","affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\" , 37, Prospect Beresteiskyi , Kyiv , 03056 , Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116259277","display_name":"R.O. Skoryk","orcid":"https://orcid.org/0009-0000-9547-4038","observed_orcids":["https://orcid.org/0009-0000-9547-4038"]},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Rodion Skoryk","raw_affiliation_strings":["National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\" , 37, Prospect Beresteiskyi , Kyiv , 03056 , Ukraine"],"raw_orcid":"https://orcid.org/0009-0000-9547-4038","affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\" , 37, Prospect Beresteiskyi , Kyiv , 03056 , Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116259278","display_name":"D.V. Kuptsov","orcid":"https://orcid.org/0009-0009-9958-6809","observed_orcids":["https://orcid.org/0009-0009-9958-6809"]},"institutions":[{"id":"https://openalex.org/I4210113851","display_name":"Institute of Software Systems","ror":"https://ror.org/0258a2f50","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210113851"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Kuptsov","raw_affiliation_strings":["Institute of Software Systems of NAS of Ukraine , Academician Glushkov Avenue , 40 , Kyiv , 03187 , Ukraine"],"raw_orcid":"https://orcid.org/0009-0009-9958-6809","affiliations":[{"raw_affiliation_string":"Institute of Software Systems of NAS of Ukraine , Academician Glushkov Avenue , 40 , Kyiv , 03187 , Ukraine","institution_ids":["https://openalex.org/I4210113851"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115538170","display_name":"\u0420. \u0412. \u041a\u0440\u0430\u0432\u0447\u0435\u043d\u043a\u043e","orcid":"https://orcid.org/0009-0005-8044-4414","observed_orcids":["https://orcid.org/0009-0005-8044-4414"]},"institutions":[{"id":"https://openalex.org/I4210113851","display_name":"Institute of Software Systems","ror":"https://ror.org/0258a2f50","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210113851"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Kravchenko","raw_affiliation_strings":["Institute of Software Systems of NAS of Ukraine , Academician Glushkov Avenue , 40 , Kyiv , 03187 , Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software Systems of NAS of Ukraine , Academician Glushkov Avenue , 40 , Kyiv , 03187 , Ukraine","institution_ids":["https://openalex.org/I4210113851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9955999851226807,"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":0.9955999851226807,"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":0.0026000000070780516,"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":0.0010999999940395355,"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/face-recognition","display_name":"face recognition","score":0.9660000205039978},{"id":"https://openalex.org/keywords/video-streams","display_name":"video streams","score":0.6140000224113464},{"id":"https://openalex.org/keywords/liveness-detection","display_name":"liveness detection","score":0.9020000100135803},{"id":"https://openalex.org/keywords/face-anti-spoofing","display_name":"face anti-spoofing","score":0.7799999713897705},{"id":"https://openalex.org/keywords/real-time-face-detection","display_name":"real-time face detection","score":0.6800000071525574},{"id":"https://openalex.org/keywords/convolutional-neural-network-architecture","display_name":"convolutional neural network architecture","score":0.8009999990463257},{"id":"https://openalex.org/keywords/gpu-acceleration","display_name":"GPU acceleration","score":0.5120000243186951},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"user interface design","score":0.5649999976158142},{"id":"https://openalex.org/keywords/functional-and-non-functional-requirements","display_name":"functional and non-functional requirements","score":0.8069999814033508}],"concepts":[{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.8683000206947327},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731000185012817},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.6179999709129333},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6000000238418579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5932000279426575},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5670999884605408},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5024999976158142},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49779999256134033},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4846000075340271},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45509999990463257},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4415000081062317},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.4196000099182129},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.3774000108242035},{"id":"https://openalex.org/C71681937","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object-class detection","level":5,"score":0.33250001072883606},{"id":"https://openalex.org/C151211776","wikidata":"https://www.wikidata.org/wiki/Q2778015","display_name":"Video capture","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3019999861717224},{"id":"https://openalex.org/C191070858","wikidata":"https://www.wikidata.org/wiki/Q5428343","display_name":"Face Recognition Grand Challenge","level":5,"score":0.28220000863075256},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.2741999924182892},{"id":"https://openalex.org/C2778852477","wikidata":"https://www.wikidata.org/wiki/Q313614","display_name":"Video camera","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.2646999955177307},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2558000087738037},{"id":"https://openalex.org/C540522513","wikidata":"https://www.wikidata.org/wiki/Q854954","display_name":"Videotelephony","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","source":{"id":"https://openalex.org/S7407115268","display_name":"International Scientific and Practical Programming Conference (UkrPROG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3806: Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3806/s_57_popereshnyak_skoryk_kuptsov_kravchenko.pdf","source":{"id":"https://openalex.org/S7407115268","display_name":"International Scientific and Practical Programming Conference (UkrPROG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3806: Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166310818.pdf","grobid_xml":"https://content.openalex.org/works/W7166310818.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2138451337","https://openalex.org/W2805204587","https://openalex.org/W2808507719","https://openalex.org/W2897013524","https://openalex.org/W2937800822","https://openalex.org/W2947871268","https://openalex.org/W3004316149","https://openalex.org/W4321230197","https://openalex.org/W4386051241","https://openalex.org/W7166353050"],"related_works":["https://openalex.org/W4407529484","https://openalex.org/W3080763208","https://openalex.org/W1201974139","https://openalex.org/W2153344422","https://openalex.org/W4226316661","https://openalex.org/W3197671247","https://openalex.org/W4394713320","https://openalex.org/W7038188376","https://openalex.org/W2093294011","https://openalex.org/W3094512293"],"abstract_inverted_index":{"In":[0],"the":[1,11,54,64,70,117,122,134,153,174,190,213,241],"work,":[2],"an":[3,73],"analysis":[4],"of":[5,66,124,136,142,167,173,177,189,204,237],"detection":[6,166,182,203],"methods":[7],"and":[8,14,25,63,90,98,104,145,164,202,230],"faces":[9,36,62,93,101,132,206,239],"in":[10,17,45,69,94,113,207,240],"video":[12,83,96,170,209,242],"stream":[13,84,243],"their":[15,41,67],"effectiveness":[16],"real":[18,114],"time":[19,115],"was":[20,102,157,194],"carried":[21],"out.":[22],"Modern":[23],"algorithms":[24],"pre-trained":[26],"models":[27],"have":[28],"been":[29,109,245],"found":[30],"to":[31,34,48,59,111],"be":[32],"able":[33],"recognize":[35],"with":[37,133],"high":[38],"accuracy,":[39],"but":[40],"significant":[42],"drawback":[43],"is,":[44],"particular,":[46],"vulnerability":[47],"attacks":[49],"using":[50,116],"fake":[51],"faces.":[52],"Therefore,":[53],"work":[55,112,120,160],"also":[56],"analyzed":[57],"approaches":[58],"detecting":[60,88],"living":[61,131,205],"possibility":[65],"implementation":[68],"system.":[71],"Using":[72],"object-oriented":[74],"approach,":[75],"a":[76,82,95,125,137,140,149,187,192,208,221],"tool":[77],"for":[78,129,152,171,199],"face":[79,154,183],"capture,":[80],"receiving":[81],"from":[85,139],"various":[86],"sources,":[87],"unknown":[89],"previously":[91],"captured":[92],"stream,":[97],"recognizing":[99,130,238],"live":[100],"designed":[103],"developed.":[105,158,234],"The":[106,119,159,235],"system":[107,156,193],"has":[108,244],"adapted":[110],"GPU.":[118],"improved":[121,161],"architecture":[123],"convolutional":[126],"neural":[127],"network":[128],"creation":[135],"dataset":[138],"combination":[141],"own":[143,250],"footage":[144],"open":[146],"datasets.":[147],"Also,":[148],"user":[150],"interface":[151],"recognition":[155,184,201],"identification":[162],"procedures":[163],"simplified":[165],"persons":[168],"on":[169,227],"employees":[172],"security":[175],"department":[176],"enterprises":[178],"by":[179,247],"implementing":[180,248],"liveness":[181],"methods.":[185],"As":[186],"result":[188],"research,":[191],"designed,":[195],"which":[196],"is":[197],"intended":[198],"detection,":[200],"stream.":[210],"After":[211],"analyzing":[212],"known":[214],"successful":[215],"software":[216],"products,":[217],"niches":[218],"that":[219],"need":[220],"new":[222],"solution":[223],"were":[224,233],"identified.":[225],"Based":[226],"them,":[228],"functional":[229],"non-functional":[231],"requirements":[232],"process":[236],"modified":[246],"our":[249],"Liveness":[251],"Detection":[252],"model.":[253]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-06-28T00:00:00"}
