{"id":"https://openalex.org/W3183931335","doi":"https://doi.org/10.1109/eit51626.2021.9491842","title":"Design Flow for Real-Time Face Mask Detection Using PYNQ System-on-Chip Platform","display_name":"Design Flow for Real-Time Face Mask Detection Using PYNQ System-on-Chip Platform","publication_year":2021,"publication_date":"2021-05-14","ids":{"openalex":"https://openalex.org/W3183931335","doi":"https://doi.org/10.1109/eit51626.2021.9491842","mag":"3183931335"},"language":"en","primary_location":{"id":"doi:10.1109/eit51626.2021.9491842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit51626.2021.9491842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Electro Information Technology (EIT)","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/A5074654866","display_name":"Tianyang Fang","orcid":"https://orcid.org/0009-0007-8741-0473"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tianyang Fang","raw_affiliation_strings":["Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A"],"affiliations":[{"raw_affiliation_string":"Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101587745","display_name":"Xin Huang","orcid":"https://orcid.org/0000-0001-9090-5521"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Huang","raw_affiliation_strings":["Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A"],"affiliations":[{"raw_affiliation_string":"Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018536803","display_name":"Jafar Saniie","orcid":"https://orcid.org/0000-0002-2655-6950"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jafar Saniie","raw_affiliation_strings":["Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A"],"affiliations":[{"raw_affiliation_string":"Embedded Computing and Signal Processing Research Laboratory, Illinois Institute of Technology, Chicago, IL, U.S.A","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074654866"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":0.9607,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7729902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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":0.9882000088691711,"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":0.9882000088691711,"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":0.9879999756813049,"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":0.9538000226020813,"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":0.7378324270248413},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.6833181381225586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5277804732322693},{"id":"https://openalex.org/keywords/haar-like-features","display_name":"Haar-like features","score":0.5173249244689941},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5089824199676514},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3954738676548004},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.3948279023170471},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.22695308923721313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7378324270248413},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.6833181381225586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5277804732322693},{"id":"https://openalex.org/C123134398","wikidata":"https://www.wikidata.org/wiki/Q2493819","display_name":"Haar-like features","level":5,"score":0.5173249244689941},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5089824199676514},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3954738676548004},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3948279023170471},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.22695308923721313}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eit51626.2021.9491842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit51626.2021.9491842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Electro Information Technology (EIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W581810680","https://openalex.org/W1979575952","https://openalex.org/W1988790447","https://openalex.org/W2164598857","https://openalex.org/W2783407418","https://openalex.org/W3016892262","https://openalex.org/W3021953217","https://openalex.org/W3105153358","https://openalex.org/W3114687924","https://openalex.org/W3122572428","https://openalex.org/W3131783576","https://openalex.org/W4248437541","https://openalex.org/W6776240797"],"related_works":["https://openalex.org/W2905622784","https://openalex.org/W4205619187","https://openalex.org/W2004195487","https://openalex.org/W2248182120","https://openalex.org/W2032525494","https://openalex.org/W2004978530","https://openalex.org/W4236045431","https://openalex.org/W2969661591","https://openalex.org/W1999737608","https://openalex.org/W1554152037"],"abstract_inverted_index":{"Study":[0],"shows":[1,148],"that":[2,54,149],"mask-wearing":[3,59,95],"is":[4,67],"a":[5,49,68,102,154,161],"critical":[6],"factor":[7],"in":[8,26,126],"stopping":[9],"the":[10,14,40,43,85,94,111,115,121,127,150],"COVID-19":[11],"transmission.":[12],"By":[13],"time":[15],"of":[16,42,166],"this":[17],"article,":[18],"most":[19],"US":[20],"states":[21],"have":[22],"mandated":[23],"face":[24,31,50,71,122,162],"masking":[25],"public":[27],"space.":[28],"Therefore,":[29],"real-time":[30,143,155],"mask":[32,51,72,123,163],"detection":[33,52,73,98,124,164],"becomes":[34],"an":[35],"essential":[36],"application":[37],"to":[38,80,92,138,141],"prevent":[39],"spread":[41],"pandemic.":[44],"This":[45],"study":[46],"will":[47,109],"present":[48],"system":[53,99,152],"can":[55],"detect":[56,93],"and":[57,63,88,118,134],"monitor":[58],"from":[60,84],"camera":[61,86,112],"feeds":[62],"alert":[64],"when":[65],"there":[66],"violation.":[69],"The":[70,97,145],"algorithm":[74,125],"uses":[75],"Haar":[76],"cascade":[77],"classifier":[78],"(HCC)":[79],"find":[81],"facial":[82],"features":[83],"feed":[87,113],"then":[89],"utilizes":[90],"it":[91,108],"status.":[96],"runs":[100],"on":[101],"PYNQ-Z2":[103],"all-programmable":[104],"SoC":[105],"platform,":[106],"where":[107],"pipeline":[110],"through":[114],"FPGA":[116],"unit":[117],"carry":[119],"out":[120],"ARM":[128],"core.":[129],"Potential":[130],"delays":[131],"are":[132,136],"analyzed,":[133],"efforts":[135],"made":[137],"reduce":[139],"them":[140],"achieve":[142],"detection.":[144],"experiment":[146],"result":[147],"presented":[151],"achieves":[153],"45fps":[156],"720p":[157],"Video":[158],"output,":[159],"with":[160],"response":[165],"0.13s.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}