{"id":"https://openalex.org/W3216115049","doi":"https://doi.org/10.1109/cits52676.2021.9618567","title":"Machine Learning-based Currency Information Retrieval for Aiding the Visually Impaired People","display_name":"Machine Learning-based Currency Information Retrieval for Aiding the Visually Impaired People","publication_year":2021,"publication_date":"2021-11-11","ids":{"openalex":"https://openalex.org/W3216115049","doi":"https://doi.org/10.1109/cits52676.2021.9618567","mag":"3216115049"},"language":"en","primary_location":{"id":"doi:10.1109/cits52676.2021.9618567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits52676.2021.9618567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Computer, Information and Telecommunication Systems (CITS)","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/A5062077743","display_name":"Kajal Chatterjee","orcid":"https://orcid.org/0000-0003-1506-0711"},"institutions":[{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kajal Chatterjee","raw_affiliation_strings":["CHRIST (Deemed to be) University, Bangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHRIST (Deemed to be) University, Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I48018076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051195514","display_name":"Mohammad S. Obaidat","orcid":"https://orcid.org/0000-0002-1569-9657"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["AE","CN","IN","JO"],"is_corresponding":false,"raw_author_name":"Mohammad S. Obaidat","raw_affiliation_strings":["Amity University, Noida, UP, India","College of Computing and Informatics, University of Sharjah, Sharjah, UAE","KAIST, University of Jordan, Amman, Jordan","University of Science and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity University, Noida, UP, India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"College of Computing and Informatics, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"KAIST, University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027099057","display_name":"Debabrata Samanta","orcid":"https://orcid.org/0000-0003-4118-2480"},"institutions":[{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debabrata Samanta","raw_affiliation_strings":["CHRIST (Deemed to be) University, Bangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHRIST (Deemed to be) University, Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I48018076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054720572","display_name":"SK Hafizul Islam","orcid":"https://orcid.org/0000-0002-2703-0213"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]},{"id":"https://openalex.org/I77501641","display_name":"University of Kalyani","ror":"https://ror.org/03v783k16","country_code":"IN","type":"education","lineage":["https://openalex.org/I77501641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"SK Hafizul Islam","raw_affiliation_strings":["Indian Institute of Information Technology, Kalyani, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, Kalyani, West Bengal, India","institution_ids":["https://openalex.org/I77501641","https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040682129","display_name":"Niju P. Joseph","orcid":"https://orcid.org/0000-0003-4891-2036"},"institutions":[{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Niju P Joseph","raw_affiliation_strings":["CHRIST (Deemed to be) University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHRIST (Deemed to be) University, Bangalore, India","institution_ids":["https://openalex.org/I48018076"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2911,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57502298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/currency","display_name":"Currency","score":0.825023889541626},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.6457556486129761},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6251217126846313},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6230026483535767},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.5766429901123047},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4471578001976013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3911983370780945},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33533236384391785},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3206561207771301},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20045232772827148},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18191629648208618},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1416190266609192},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09913021326065063}],"concepts":[{"id":"https://openalex.org/C141121606","wikidata":"https://www.wikidata.org/wiki/Q8142","display_name":"Currency","level":2,"score":0.825023889541626},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.6457556486129761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6251217126846313},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6230026483535767},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.5766429901123047},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4471578001976013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3911983370780945},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33533236384391785},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3206561207771301},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20045232772827148},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18191629648208618},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1416190266609192},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09913021326065063},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/cits52676.2021.9618567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits52676.2021.9618567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Computer, Information and Telecommunication Systems (CITS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W175678633","https://openalex.org/W2773971525","https://openalex.org/W2785886132","https://openalex.org/W2954655554","https://openalex.org/W3007157143","https://openalex.org/W3022917571","https://openalex.org/W3033732713","https://openalex.org/W3092139224","https://openalex.org/W3121935122","https://openalex.org/W4401048509"],"related_works":["https://openalex.org/W2372117511","https://openalex.org/W1983811306","https://openalex.org/W2365093105","https://openalex.org/W2371012949","https://openalex.org/W2355862304","https://openalex.org/W2358742051","https://openalex.org/W2356108042","https://openalex.org/W2516405122","https://openalex.org/W2391164312","https://openalex.org/W3091785415"],"abstract_inverted_index":{"Paper":[0],"currency":[1,107],"is":[2,117],"one":[3],"of":[4,69,96,104],"the":[5,13,28,38,88,97,102,105],"most":[6],"in-demand":[7],"and":[8,40,48,64,108,134],"long-established":[9],"payment":[10],"modes":[11],"across":[12],"globe.":[14],"People":[15],"suffering":[16],"from":[17,71,87,131],"visual":[18],"disabilities":[19],"often":[20],"face":[21],"difficulties":[22],"while":[23],"handling":[24],"paper":[25,74,89,106,127],"currencies.":[26],"Over":[27],"years,":[29],"assisting":[30],"technology":[31],"has":[32],"been":[33],"rekindling":[34],"itself":[35],"to":[36,61,84,112,120,125],"serve":[37],"aged":[39],"disabled":[41],"person":[42],"more":[43],"aptly.":[44],"Image":[45],"processing":[46],"methods":[47],"other":[49,66,132],"sophisticated":[50],"technologies,":[51],"like":[52],"Artificial":[53],"Intelligence,":[54],"Deep":[55],"Learning,":[56],"etc.,":[57],"can":[58],"be":[59],"employed":[60],"identify":[62],"banknotes":[63],"fetch":[65],"valuable":[67],"pieces":[68],"information":[70],"them.":[72],"This":[73,115],"proposes":[75],"a":[76],"framework":[77,98],"that":[78],"focuses":[79,99],"on":[80,100],"an":[81,118],"integrated":[82],"approach":[83],"retrieving":[85],"data":[86],"currency\u2019s":[90],"uploaded":[91],"image.":[92],"The":[93],"current":[94],"version":[95],"identifying":[101],"authenticity":[103],"classifying":[109],"it":[110],"according":[111],"its":[113],"value.":[114],"work":[116],"initiative":[119],"help":[121],"visually":[122],"impaired":[123],"people":[124],"use":[126],"currencies":[128],"without":[129],"assistance":[130],"individuals":[133],"support":[135],"them":[136],"in":[137],"living":[138],"independently.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
