{"id":"https://openalex.org/W4312313453","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936749","title":"Bangladeshi Paper Currency Recognition Using Lightweight CNN Architectures","display_name":"Bangladeshi Paper Currency Recognition Using Lightweight CNN Architectures","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4312313453","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936749"},"language":"en","primary_location":{"id":"doi:10.1109/iicaiet55139.2022.9936749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936749","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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/A5056916870","display_name":"Tazwar Mohammed Shoumik","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Tazwar Mohammed Shoumik","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016735493","display_name":"Sartaj Jamal Chowdhury","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sartaj Jamal Chowdhury","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006635108","display_name":"Tanzim Mostafa","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tanzim Mostafa","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073372635","display_name":"Adib Muhammad Amit","orcid":"https://orcid.org/0009-0005-2249-5109"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Adib Muhammad Amit","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005378837","display_name":"Shah Abul Hasnat Chowdhury","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shah Abul Hasnat Chowdhury","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058074777","display_name":"Oyshik Ahmed Aadi","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Oyshik Ahmed Aadi","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006285086","display_name":"Sifatul Amin","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sifatul Amin","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016911866","display_name":"Md Humaion Kabir Mehedi","orcid":"https://orcid.org/0000-0002-5759-022X"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Humaion Kabir Mehedi","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079767660","display_name":"Shadab Iqbal","orcid":"https://orcid.org/0000-0002-5094-323X"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shadab Iqbal","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006475041","display_name":"Annajiat Alim Rasel","orcid":"https://orcid.org/0000-0003-0198-3734"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Annajiat Alim Rasel","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212"],"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5056916870"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":0.3596,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67923856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"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/T14319","display_name":"Currency Recognition and Detection","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/T14319","display_name":"Currency Recognition and Detection","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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.8484050035476685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8265591859817505},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8127267360687256},{"id":"https://openalex.org/keywords/currency","display_name":"Currency","score":0.7369773983955383},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.6820120811462402},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5814052224159241},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4959286153316498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4882257282733917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4438028633594513},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12984803318977356}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8484050035476685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8265591859817505},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8127267360687256},{"id":"https://openalex.org/C141121606","wikidata":"https://www.wikidata.org/wiki/Q8142","display_name":"Currency","level":2,"score":0.7369773983955383},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.6820120811462402},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5814052224159241},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4959286153316498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4882257282733917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4438028633594513},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12984803318977356},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iicaiet55139.2022.9936749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936749","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2558903071","https://openalex.org/W2623216518","https://openalex.org/W2955425717","https://openalex.org/W2963163009","https://openalex.org/W2963918968","https://openalex.org/W2974028037","https://openalex.org/W3038743852","https://openalex.org/W3134182560","https://openalex.org/W3152746363","https://openalex.org/W4285101334","https://openalex.org/W6739156909","https://openalex.org/W6762718338","https://openalex.org/W6791368259"],"related_works":["https://openalex.org/W4206951940","https://openalex.org/W4382602594","https://openalex.org/W4387850423","https://openalex.org/W4206657577","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049"],"abstract_inverted_index":{"Paper":[0],"note":[1],"currency":[2,30],"is":[3,25],"the":[4,51,63,71],"most":[5,17],"frequently":[6],"used":[7,87],"way":[8],"of":[9,48,112],"completing":[10],"a":[11,75,92,109],"transaction":[12],"globally,":[13],"which":[14],"applies":[15],"to":[16,27,34,44,102,107],"developing":[18],"countries":[19],"such":[20],"as":[21],"Bangladesh.":[22],"Hence,":[23],"it":[24],"essential":[26],"recognize":[28],"any":[29],"notes":[31],"within":[32],"seconds":[33],"save":[35],"time":[36],"for":[37,81],"an":[38],"uninterrupted":[39],"transaction.":[40],"This":[41],"paper":[42],"aims":[43],"identify":[45],"different":[46],"banknotes":[47],"Bangladesh":[49],"using":[50],"avant-garde":[52],"convolutional":[53],"neural":[54],"network":[55],"(CNN)":[56],"models":[57,106],"with":[58],"transfer":[59],"learning":[60],"by":[61],"utilizing":[62],"dataset":[64,96],"at":[65],"hand":[66],"and":[67,69,78,97],"updating":[68],"augmenting":[70],"dataset.":[72],"To":[73],"achieve":[74],"robust,":[76],"lightweight,":[77],"efficient":[79],"model":[80],"this":[82],"research":[83],"problem,":[84],"we":[85],"have":[86],"various":[88,103],"augmentation":[89],"techniques":[90],"on":[91],"current":[93],"publicly":[94],"available":[95],"applied":[98],"custom":[99],"hyperparameter":[100],"tuning":[101],"pre-trained":[104],"CNN":[105],"attain":[108],"maximum":[110],"accuracy":[111],"99.97%.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
