{"id":"https://openalex.org/W4388936892","doi":"https://doi.org/10.1109/icccnt56998.2023.10306857","title":"A Perspective way of designing Intelligent systems with Face Detection and Recognition using Artificial Intelligence for Authentication","display_name":"A Perspective way of designing Intelligent systems with Face Detection and Recognition using Artificial Intelligence for Authentication","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388936892","doi":"https://doi.org/10.1109/icccnt56998.2023.10306857"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10306857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5051560351","display_name":"S Maheswaran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maheswaran S","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112884334","display_name":"R D Gomathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gomathi R D","raw_affiliation_strings":["Kongu Engineering College,Department of English,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of English,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093323851","display_name":"D Rithikhaa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rithikhaa D","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111703693","display_name":"B. Praveen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Praveen B","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093323852","display_name":"T Prathiksha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prathiksha T","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063650166","display_name":"G Murugesan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murugesan G","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054990685","display_name":"Prakash Duraisamy","orcid":"https://orcid.org/0000-0001-6446-3766"},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prakash Duraisamy","raw_affiliation_strings":["University of South Alabama Mobile,Department of Computer Science,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Alabama Mobile,Department of Computer Science,U.S.A","institution_ids":["https://openalex.org/I83809506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014424756","display_name":"S Nandita","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nandita S","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai, Erode,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7964,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87678015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9854000210762024,"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":0.9807999730110168,"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":0.865816593170166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7204408645629883},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6359641551971436},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.6140039563179016},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5581066012382507},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.554031491279602},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5525121092796326},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.49569857120513916},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.485289067029953},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.48483479022979736},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4846377968788147},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4794536828994751},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.4539910554885864},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3679138720035553},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23563945293426514},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12448200583457947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.865816593170166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7204408645629883},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6359641551971436},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.6140039563179016},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5581066012382507},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.554031491279602},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5525121092796326},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.49569857120513916},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.485289067029953},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.48483479022979736},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4846377968788147},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4794536828994751},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.4539910554885864},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3679138720035553},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23563945293426514},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12448200583457947},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10306857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":12,"referenced_works":["https://openalex.org/W3006779671","https://openalex.org/W3043188691","https://openalex.org/W3138506086","https://openalex.org/W3199452138","https://openalex.org/W3203789592","https://openalex.org/W4211001673","https://openalex.org/W4213079790","https://openalex.org/W4214885350","https://openalex.org/W4220705724","https://openalex.org/W4281712368","https://openalex.org/W4292622079","https://openalex.org/W6809642341"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W4287027631","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"This":[0],"project":[1],"proposes":[2],"an":[3,66,118],"AI-based":[4],"approach":[5],"for":[6,59,114],"face":[7],"detection":[8],"and":[9,13,26,39,76],"recognition":[10],"using":[11,73,80,105],"YOLOv4":[12,101],"CNN.":[14],"It":[15],"aims":[16],"to":[17,89,124],"be":[18],"used":[19,88,113],"in":[20,30,95,117],"various":[21],"applications":[22],"like":[23,37],"security":[24],"systems":[25],"automatic":[27],"attendance":[28],"marking":[29],"educational":[31],"institutions.":[32],"Traditional":[33],"machine":[34],"learning":[35,48,55],"methods":[36],"FaceNet":[38],"MTCNN":[40],"have":[41],"not":[42],"achieved":[43],"satisfactory":[44],"accuracy.":[45],"Hence,":[46],"deep":[47,54],"techniques":[49],"are":[50,112],"employed.":[51],"YOLO,":[52],"a":[53],"library,":[56],"is":[57,87,103],"utilized":[58],"implementation.":[60],"The":[61,84,100],"key":[62],"steps":[63],"include":[64],"creating":[65],"effective":[67],"dataset,":[68],"labeling":[69],"images":[70,96,111],"with":[71],"faces":[72,94],"LabelImg":[74],"software,":[75],"training":[77],"the":[78,106,125],"dataset":[79,86],"Google":[81],"Colab":[82],"GPU.":[83],"trained":[85],"mark":[90],"bounding":[91],"boxes":[92],"around":[93],"or":[97],"real-time":[98],"video.":[99],"technique":[102],"implemented":[104],"darknet":[107],"framework.":[108],"Around":[109],"20":[110],"testing,":[115],"resulting":[116],"approximate":[119],"accuracy":[120,127],"of":[121,128],"85%":[122],"due":[123],"high":[126],"YOLOv4.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":15}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}