{"id":"https://openalex.org/W4285066468","doi":"https://doi.org/10.1007/978-3-031-08333-4_13","title":"An Efficient Deep Learning Framework for\u00a0Face Mask Detection in\u00a0Complex Scenes","display_name":"An Efficient Deep Learning Framework for\u00a0Face Mask Detection in\u00a0Complex Scenes","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285066468","doi":"https://doi.org/10.1007/978-3-031-08333-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08333-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08333-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04317187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084254025","display_name":"Sultan Daud Khan","orcid":"https://orcid.org/0000-0002-7406-8441"},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sultan Daud Khan","raw_affiliation_strings":["Department of Computer Science, National University of Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rafi Ullah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rafi Ullah","raw_affiliation_strings":["Department of Computer Science, National University of Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002104957","display_name":"Mussadiq Abdul Rahim","orcid":"https://orcid.org/0000-0003-4329-3512"},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mussadiq Abdul Rahim","raw_affiliation_strings":["Department of Computer Science, National University of Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042960304","display_name":"Muhammad Rashid","orcid":"https://orcid.org/0009-0008-2796-4594"},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Rashid","raw_affiliation_strings":["Department of Computer Science, National University of Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090392496","display_name":"Zulfiqar Ali","orcid":"https://orcid.org/0000-0002-9507-2108"},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zulfiqar Ali","raw_affiliation_strings":["Department of Computer Science, National University of Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062997767","display_name":"Mohib Ullah","orcid":"https://orcid.org/0000-0002-0222-6340"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Mohib Ullah","raw_affiliation_strings":["Norwegian University of Science and Technology, 2815, Gj\u00f8vik, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, 2815, Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044793388","display_name":"Habib Ullah","orcid":"https://orcid.org/0000-0002-2434-0849"},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Habib Ullah","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University of Life Sciences, 1430, \u00c5s, Norway"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University of Life Sciences, 1430, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062997767"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":0.5633,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76471221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9966999888420105,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.989300012588501,"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/margin","display_name":"Margin (machine learning)","score":0.7197465896606445},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7133980989456177},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6331743597984314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6299958229064941},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.6108515858650208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5869525074958801},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5779936909675598},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5739890336990356},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5634961724281311},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5497770309448242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.502328634262085},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4937931001186371},{"id":"https://openalex.org/keywords/face-masks","display_name":"Face masks","score":0.48049867153167725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41559404134750366},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3335384130477905},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32031697034835815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21042799949645996},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15114104747772217},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09407693147659302},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09218558669090271},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08836105465888977}],"concepts":[{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7197465896606445},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7133980989456177},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6331743597984314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6299958229064941},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.6108515858650208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5869525074958801},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5779936909675598},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5739890336990356},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5634961724281311},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5497770309448242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.502328634262085},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4937931001186371},{"id":"https://openalex.org/C2909791563","wikidata":"https://www.wikidata.org/wiki/Q5428367","display_name":"Face masks","level":5,"score":0.48049867153167725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41559404134750366},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3335384130477905},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32031697034835815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21042799949645996},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15114104747772217},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09407693147659302},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09218558669090271},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08836105465888977},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-08333-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08333-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04317187v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04317187","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2022, Hersonissos, Greece. pp.159-169, &#x27E8;10.1007/978-3-031-08333-4_13&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04317187v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04317187","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2022, Hersonissos, Greece. pp.159-169, &#x27E8;10.1007/978-3-031-08333-4_13&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W7746136","https://openalex.org/W1578066333","https://openalex.org/W1849277567","https://openalex.org/W1903029394","https://openalex.org/W2102605133","https://openalex.org/W2110813924","https://openalex.org/W2147347568","https://openalex.org/W2164598857","https://openalex.org/W2168356304","https://openalex.org/W2193145675","https://openalex.org/W2570343428","https://openalex.org/W2782882614","https://openalex.org/W2897636692","https://openalex.org/W3106250896","https://openalex.org/W3111433547","https://openalex.org/W6610385870"],"related_works":["https://openalex.org/W1539266347","https://openalex.org/W2267913355","https://openalex.org/W2788570199","https://openalex.org/W2000787479","https://openalex.org/W4248006302","https://openalex.org/W1488904332","https://openalex.org/W4256453413","https://openalex.org/W3135535244","https://openalex.org/W3045785873","https://openalex.org/W4378605586"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2022-07-13T00:00:00"}
