{"id":"https://openalex.org/W3093999719","doi":"https://doi.org/10.1109/icccnt49239.2020.9225688","title":"A Comparative Study on Convolutional Neural Network Based Face Recognition","display_name":"A Comparative Study on Convolutional Neural Network Based Face Recognition","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3093999719","doi":"https://doi.org/10.1109/icccnt49239.2020.9225688","mag":"3093999719"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th 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/A5100710898","display_name":"Tanvir Ahmed","orcid":"https://orcid.org/0000-0002-6748-2441"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tanvir Ahmed","raw_affiliation_strings":["Rajshahi University of Engineering & Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajshahi University of Engineering & Technology, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023800995","display_name":"Prangon Das","orcid":"https://orcid.org/0000-0002-6135-5732"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Prangon Das","raw_affiliation_strings":["Rajshahi University of Engineering & Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajshahi University of Engineering & Technology, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101992689","display_name":"Md. Firoj Ali","orcid":"https://orcid.org/0009-0001-7177-1916"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Firoj Ali","raw_affiliation_strings":["Rajshahi University of Engineering & Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajshahi University of Engineering & Technology, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052809882","display_name":"Md. Firoz Mahmud","orcid":null},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md- Firoz Mahmud","raw_affiliation_strings":["Rajshahi University of Engineering & Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajshahi University of Engineering & Technology, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17477748"],"apc_list":null,"apc_paid":null,"fwci":2.5452,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.9143486,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"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":0.9987000226974487,"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":0.9984999895095825,"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/python","display_name":"Python (programming language)","score":0.8471349477767944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8312654495239258},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8076450824737549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7478371858596802},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.661359429359436},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.503365695476532},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.49428653717041016},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4790281355381012},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47411754727363586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46793243288993835}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8471349477767944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8312654495239258},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8076450824737549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7478371858596802},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.661359429359436},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.503365695476532},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.49428653717041016},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4790281355381012},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47411754727363586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46793243288993835},{"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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th 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":20,"referenced_works":["https://openalex.org/W190016885","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W2096733369","https://openalex.org/W2115689562","https://openalex.org/W2117539524","https://openalex.org/W2140609507","https://openalex.org/W2183341477","https://openalex.org/W2300242332","https://openalex.org/W2546875627","https://openalex.org/W2612445135","https://openalex.org/W2793022090","https://openalex.org/W2797514659","https://openalex.org/W2964121744","https://openalex.org/W2964350391","https://openalex.org/W3099206234","https://openalex.org/W4297775537","https://openalex.org/W4298168912","https://openalex.org/W6694260854","https://openalex.org/W6698200048"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3183901164","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W3167935049"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,10],"comparative":[4],"study":[5],"to":[6],"recognize":[7],"faces":[8],"from":[9,76],"customized":[11],"dataset":[12,39],"of":[13,16,45,82],"10":[14],"identities":[15],"different":[17,73],"celebrities":[18],"using":[19],"Convolutional":[20],"Neural":[21],"Network":[22],"based":[23],"models":[24,34],"such":[25],"as":[26],"AlexNet,":[27],"VGG16,":[28],"VGG19":[29,83],"and":[30,48,70],"MobileNet.":[31],"These":[32],"pre-trained":[33],"previously":[35],"trained":[36],"on":[37,72],"ImageNet":[38],"are":[40],"used":[41,55],"with":[42,58],"the":[43,89],"application":[44],"Transfer":[46],"Learning":[47],"Fine":[49],"Tuning.":[50],"For":[51],"our":[52],"experiment":[53],"we":[54],"Keras":[56],"API":[57],"TensorFlow":[59],"backend":[60],"written":[61],"in":[62],"Python.":[63],"The":[64,79],"performance":[65],"analysis":[66],"includes":[67],"training,":[68],"validation,":[69],"testing":[71],"images":[74],"created":[75],"original":[77],"dataset.":[78],"validation":[80],"accuracy":[81],"model":[84,94],"is":[85],"found":[86],"better":[87,96],"than":[88],"other":[90],"three":[91],"but":[92],"MobileNet":[93],"showed":[95],"test":[97],"accuracy.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
