{"id":"https://openalex.org/W4401009993","doi":"https://doi.org/10.1145/3654522.3654584","title":"Deep Learning Based Attendance Check System At FPT University","display_name":"Deep Learning Based Attendance Check System At FPT University","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4401009993","doi":"https://doi.org/10.1145/3654522.3654584"},"language":"en","primary_location":{"id":"doi:10.1145/3654522.3654584","doi":"https://doi.org/10.1145/3654522.3654584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3654522.3654584","pdf_url":null,"source":{"id":"https://openalex.org/S7407085933","display_name":"International Conference on Intelligent Information Technology (ICIIT)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 9th International Conference on Intelligent Information Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Chi Hung Le","orcid":"https://orcid.org/0009-0001-4627-9188","observed_orcids":["https://orcid.org/0009-0001-4627-9188"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Chi Hung Le","raw_affiliation_strings":["Dept. of Information Technology Specialization, FPT University, Vietnam"],"raw_orcid":"https://orcid.org/0009-0001-4627-9188","affiliations":[{"raw_affiliation_string":"Dept. of Information Technology Specialization, FPT University, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106055600","display_name":"Hung Phat Ly","orcid":"https://orcid.org/0009-0007-8733-3914","observed_orcids":["https://orcid.org/0009-0007-8733-3914"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hung Phat Ly","raw_affiliation_strings":["Dept. of Information Technology Specialization, FPT University, Vietnam"],"raw_orcid":"https://orcid.org/0009-0007-8733-3914","affiliations":[{"raw_affiliation_string":"Dept. of Information Technology Specialization, FPT University, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113305804","display_name":"Tien Duc Nguyen","orcid":"https://orcid.org/0009-0009-5716-9433","observed_orcids":["https://orcid.org/0009-0009-5716-9433"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tien Duc Nguyen","raw_affiliation_strings":["Dept. of Information Technology Specialization, FPT University, Vietnam"],"raw_orcid":"https://orcid.org/0009-0009-5716-9433","affiliations":[{"raw_affiliation_string":"Dept. of Information Technology Specialization, FPT University, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036183089","display_name":"Hanh Dang-Ngoc","orcid":"https://orcid.org/0000-0002-5155-5730","observed_orcids":["https://orcid.org/0000-0002-5155-5730"]},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hanh Dang-Ngoc","raw_affiliation_strings":["Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT, VNU-HCMC), Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-5155-5730","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT, VNU-HCMC), Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091615160","display_name":"Thuy-Duong Thi Vu","orcid":"https://orcid.org/0000-0001-8614-8732","observed_orcids":["https://orcid.org/0000-0001-8614-8732"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thuy-Duong Thi Vu","raw_affiliation_strings":["Dept. of Computing Fundamental, FPT University, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-8614-8732","affiliations":[{"raw_affiliation_string":"Dept. of Computing Fundamental, FPT University, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034169259","display_name":"Duc Ngoc Minh Dang","orcid":"https://orcid.org/0000-0001-9302-3129","observed_orcids":["https://orcid.org/0000-0001-9302-3129"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc Ngoc Minh Dang","raw_affiliation_strings":["Dept. of Computing Fundamental, FPT University, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-9302-3129","affiliations":[{"raw_affiliation_string":"Dept. of Computing Fundamental, FPT University, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2803,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55291099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9951000213623047,"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":0.9951000213623047,"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":0.004000000189989805,"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":0.0005000000237487257,"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/automated-attendance-system","display_name":"automated attendance system","score":0.800000011920929},{"id":"https://openalex.org/keywords/face-recognition","display_name":"face recognition","score":0.9380000233650208},{"id":"https://openalex.org/keywords/siamese-network","display_name":"Siamese network","score":0.7310000061988831},{"id":"https://openalex.org/keywords/vgg-face","display_name":"VGG-Face","score":0.9210000038146973},{"id":"https://openalex.org/keywords/inceptionresnetv2","display_name":"InceptionResNetV2","score":0.9850000143051147},{"id":"https://openalex.org/keywords/real-time-face-detection","display_name":"real-time face detection","score":0.7120000123977661},{"id":"https://openalex.org/keywords/student-attendance-recording","display_name":"student attendance recording","score":0.6150000095367432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6337283849716187},{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.5643315315246582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48030275106430054},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4659702777862549},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36933284997940063},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35101836919784546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15524446964263916},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3654522.3654584","doi":"https://doi.org/10.1145/3654522.3654584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3654522.3654584","pdf_url":null,"source":{"id":"https://openalex.org/S7407085933","display_name":"International Conference on Intelligent Information Technology (ICIIT)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 9th International Conference on Intelligent Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2072128103","https://openalex.org/W2096733369","https://openalex.org/W2108598243","https://openalex.org/W2167383966","https://openalex.org/W2794284562","https://openalex.org/W2884821113","https://openalex.org/W2962134292","https://openalex.org/W2964350391","https://openalex.org/W3034241453","https://openalex.org/W3042605168"],"related_works":["https://openalex.org/W4408277663","https://openalex.org/W7164651813","https://openalex.org/W4285153106","https://openalex.org/W3211912997","https://openalex.org/W7138085285","https://openalex.org/W4411061095","https://openalex.org/W4410342042","https://openalex.org/W7083440198","https://openalex.org/W3092538602","https://openalex.org/W4414230462"],"abstract_inverted_index":{"In":[0],"the":[1,26,65,75,124,127,132,141,147,151,163,190,196,208],"era":[2],"of":[3,49,74,144],"Vietnam\u2019s":[4],"Industrial":[5],"Revolution":[6],"4.0,":[7],"technological":[8],"advancements":[9],"are":[10],"crucial,":[11],"especially":[12],"in":[13,25,38],"computing":[14],"and":[15,19,40,69,112,117,131,218],"telecommunications.":[16],"Digital":[17],"images":[18],"videos":[20],"have":[21],"become":[22],"indispensable":[23],"tools":[24],"modern":[27],"information":[28],"age.":[29],"Human":[30],"faces":[31],"hold":[32],"significant":[33],"value":[34],"as":[35,67],"biometric":[36],"identifiers":[37],"image":[39,62,101],"video":[41],"databases":[42],"used":[43,174],"for":[44,95,167,175,210],"surveillance":[45],"systems.":[46],"The":[47,98,136],"foundation":[48],"model-automated":[50],"attendance":[51,85,113,204,212],"systems":[52],"utilizing":[53],"facial":[54],"recognition":[55,90,122],"is":[56,187],"based":[57,87],"on":[58,81,88,146,162,169,195],"taking":[59],"a":[60,71,104],"face":[61,89,106,110,121],"captured":[63],"by":[64,206],"camera":[66],"input":[68],"producing":[70],"text":[72],"recording":[73,205],"person\u2019s":[76],"presence.":[77],"Our":[78],"study":[79],"focuses":[80],"developing":[82],"an":[83],"automatic":[84],"system":[86,99,171,202],"using":[91],"deep":[92],"learning":[93],"techniques":[94],"real-time":[96],"recognition.":[97],"includes":[100],"capture":[102],"from":[103],"webcam,":[105],"detection,":[107],"dataset":[108,165],"management,":[109],"recognition,":[111],"recording.":[114],"We":[115],"investigated":[116],"compared":[118],"three":[119],"different":[120],"models:":[123],"VGG-Face":[125],"model,":[126,130],"Siamese":[128,137,159,184],"network":[129],"Inception-ResNet-v2":[133],"model":[134,139,161,186],"pre-trained.":[135],"Network":[138,160,185],"achieved":[140],"highest":[142],"accuracy":[143,194],"94.1%":[145],"LFW":[148],"dataset.":[149,200],"On":[150],"other":[152],"hand,":[153],"we":[154],"also":[155],"trained":[156],"this":[157],"enhanced":[158,183],"VN-Celeb":[164],"specifically":[166],"testing":[168],"our":[170],"to":[172],"be":[173],"FPT":[176,197],"University":[177,198],"students":[178],"-":[179],"Vietnamese":[180],"students.":[181],"This":[182,201],"integrated":[188],"into":[189],"system,":[191],"achieving":[192],"94.4%":[193],"student":[199],"streamlines":[203],"eliminating":[207],"need":[209],"manual":[211],"taking,":[213],"thereby":[214],"minimizing":[215],"human":[216],"error":[217],"saving":[219],"time.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-27T00:00:00"}
