{"id":"https://openalex.org/W4387951186","doi":"https://doi.org/10.1109/mapr59823.2023.10289087","title":"Masked Face Recognition Using EUM Feature Extraction from Unobstructed Region","display_name":"Masked Face Recognition Using EUM Feature Extraction from Unobstructed Region","publication_year":2023,"publication_date":"2023-10-05","ids":{"openalex":"https://openalex.org/W4387951186","doi":"https://doi.org/10.1109/mapr59823.2023.10289087"},"language":"en","primary_location":{"id":"doi:10.1109/mapr59823.2023.10289087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mapr59823.2023.10289087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","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/A5063552538","display_name":"Thuyen Tran Doan","orcid":"https://orcid.org/0000-0002-7895-8935"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thuyen Tran Doan","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026101802","display_name":"Thua Nguyen","orcid":"https://orcid.org/0000-0002-1765-0830"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thua Nguyen","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103126474","display_name":"Tien Do","orcid":"https://orcid.org/0000-0002-5381-3414"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tien Do","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111062883","display_name":"Dung Mai Tien","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dung Mai Tien","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081841048","display_name":"Thanh Duc Ngo","orcid":"https://orcid.org/0000-0001-6882-0070"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Duc Ngo","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043063578","display_name":"Duy-Dinh Le","orcid":"https://orcid.org/0000-0003-0356-5501"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duy-Dinh Le","raw_affiliation_strings":["University of Information Technology,Ho Chi Minh City,Vietnam","University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology,Ho Chi Minh City,Vietnam","institution_ids":[]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063552538"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13662571,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7833629846572876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7269680500030518},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7139918804168701},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7092815637588501},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6548160314559937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6397329568862915},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6146731972694397},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5866312980651855},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.5865272283554077},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.49024468660354614},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.47232550382614136},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4367423951625824},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.3542746603488922},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1409125030040741}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7833629846572876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7269680500030518},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7139918804168701},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7092815637588501},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6548160314559937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6397329568862915},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6146731972694397},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5866312980651855},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.5865272283554077},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.49024468660354614},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.47232550382614136},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4367423951625824},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.3542746603488922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1409125030040741},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mapr59823.2023.10289087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mapr59823.2023.10289087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2096733369","https://openalex.org/W2769905613","https://openalex.org/W2915902994","https://openalex.org/W2962922861","https://openalex.org/W2963566548","https://openalex.org/W2969985801","https://openalex.org/W3034429256","https://openalex.org/W3034552680","https://openalex.org/W3128406261","https://openalex.org/W3161821165","https://openalex.org/W3196252426","https://openalex.org/W3217228024","https://openalex.org/W3217435001","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6795402001"],"related_works":["https://openalex.org/W4220850864","https://openalex.org/W325114128","https://openalex.org/W2024640171","https://openalex.org/W63491089","https://openalex.org/W2185537520","https://openalex.org/W2336272890","https://openalex.org/W4312238398","https://openalex.org/W4246863173","https://openalex.org/W2166031825","https://openalex.org/W4308999963"],"abstract_inverted_index":{"Face":[0],"recognition":[1],"with":[2],"masks":[3],"presents":[4,77],"a":[5,78],"formidable":[6],"challenge":[7],"in":[8,30,33],"the":[9,45,56,59,67,89,97,113],"field":[10],"of":[11,58,69,85],"computer":[12],"vision,":[13],"primarily":[14],"due":[15],"to":[16],"facial":[17,24,52],"occlusion.":[18],"Facial":[19],"occlusion":[20],"occurs":[21],"when":[22],"certain":[23],"features":[25,57,71],"are":[26,63],"obscured":[27],"and":[28,36,61,66,96],"appear":[29],"an":[31],"image":[32],"various":[34],"sizes":[35],"shapes.":[37],"To":[38],"address":[39],"this":[40],"issue,":[41],"numerous":[42],"methods":[43],"use":[44,84],"entire":[46],"detected":[47],"face":[48,91],"as":[49],"input":[50],"for":[51],"feature":[53],"extraction;":[54],"however,":[55],"mouth":[60],"nostrils":[62],"severely":[64],"degraded,":[65],"number":[68],"effective":[70],"is":[72],"drastically":[73],"reduced.":[74],"This":[75],"paper":[76],"novel":[79],"method":[80,107],"that":[81],"makes":[82],"efficient":[83],"information":[86],"extracted":[87],"from":[88],"unmasked":[90],"region":[92],"using":[93],"ocular":[94],"landmarks":[95],"Embedding":[98],"Unmasking":[99],"Model":[100],"(EUM).":[101],"With":[102],"92.38%":[103],"F1":[104],"score,":[105],"our":[106],"attained":[108],"state-of-the-art":[109],"(SOTA)":[110],"performance":[111],"on":[112],"COMASK20.":[114]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
