{"id":"https://openalex.org/W4413277262","doi":"https://doi.org/10.1109/access.2025.3599594","title":"ICDRF: Indian Coin Denomination Recognition Framework","display_name":"ICDRF: Indian Coin Denomination Recognition Framework","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413277262","doi":"https://doi.org/10.1109/access.2025.3599594"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3599594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3599594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3599594","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054168921","display_name":"Muhammad Suhaib Kanroo","orcid":"https://orcid.org/0000-0003-2680-3293"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Muhammad Suhaib Kanroo","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0003-2680-3293","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015367817","display_name":"Hadia Showkat Kawoosa","orcid":"https://orcid.org/0000-0003-1641-3240"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hadia Showkat Kawoosa","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0003-1641-3240","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053887526","display_name":"Kapil Rana","orcid":"https://orcid.org/0000-0001-8063-8087"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kapil Rana","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India","Department of Computer Science and Engineering, Thapar University, Patiala, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India","institution_ids":["https://openalex.org/I162030827"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar University, Patiala, Punjab, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083836357","display_name":"Puneet Goyal","orcid":"https://orcid.org/0000-0002-6196-9347"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Puneet Goyal","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-6196-9347","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Punjab, India","institution_ids":["https://openalex.org/I119241673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17400108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"148595","last_page":"148612"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9764999747276306,"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":0.9764999747276306,"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":0.645748496055603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33801501989364624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.645748496055603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33801501989364624}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3599594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3599594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d9ff783306c74fa1a099f797c307c6cf","is_oa":true,"landing_page_url":"https://doaj.org/article/d9ff783306c74fa1a099f797c307c6cf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 148595-148612 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3599594","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3599594","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1395622966","display_name":null,"funder_award_id":"DST/CSRI/2018/234","funder_id":"https://openalex.org/F4320320719","funder_display_name":"Department of Science and Technology, Ministry of Science and Technology, India"}],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1515477905","https://openalex.org/W2097117768","https://openalex.org/W2100655102","https://openalex.org/W2101007147","https://openalex.org/W2124386111","https://openalex.org/W2145584068","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2771013887","https://openalex.org/W2900744972","https://openalex.org/W2962858109","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W3028909419","https://openalex.org/W3159345252","https://openalex.org/W3210357138","https://openalex.org/W4200028520","https://openalex.org/W4283375631","https://openalex.org/W4289752563","https://openalex.org/W4293370540","https://openalex.org/W4321063818","https://openalex.org/W4378226426","https://openalex.org/W4378966624","https://openalex.org/W4386198300","https://openalex.org/W4386363297","https://openalex.org/W4387194031","https://openalex.org/W4387247659","https://openalex.org/W4391151040","https://openalex.org/W4399487078","https://openalex.org/W4402114897","https://openalex.org/W4405440851","https://openalex.org/W4407144473","https://openalex.org/W4407215328"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Coins":[0,222],"are":[1],"commonly":[2],"used":[3],"in":[4,176,189],"everyday":[5],"transactions":[6],"at":[7],"supermarkets,":[8],"retail":[9],"shops,":[10],"metro":[11],"stations,":[12],"and":[13,85,113,165,236],"other":[14],"locations.":[15],"However,":[16],"recognizing":[17],"Indian":[18,46,64,149,159,200,205,210,221],"coin":[19,35,65,139,173,191],"denominations":[20,140,192],"poses":[21],"a":[22,33,52,86,153,169],"challenge":[23],"for":[24,59],"visually":[25],"impaired":[26],"persons":[27],"due":[28],"to":[29,102,126,194],"the":[30,45,60,79,99,148,183,198],"lack":[31],"of":[32,63,96,156,172,219,232],"robust":[34,170],"denomination":[36],"recognition":[37,62,118,174],"system.":[38],"To":[39],"address":[40],"this":[41],"issue,":[42],"we":[43,146],"introduce":[44],"Coin":[47,206,211],"Denomination":[48,212],"Recognition":[49],"Network":[50],"(ICDRNet),":[51],"deep":[53],"convolutional":[54,71],"neural":[55],"network":[56],"(CNN)":[57],"tailored":[58],"visual":[61],"denominations.":[66],"ICDRNet":[67,225],"combines":[68],"densely":[69],"connected":[70],"layers":[72],"with":[73,141,230],"depthwise":[74],"separable":[75],"dense":[76],"blocks,":[77],"incorporating":[78],"Convolutional":[80],"Block":[81],"Attention":[82],"Module":[83],"(CBAM)":[84],"novel":[87],"Dilation":[88],"Enabled":[89],"Inverse":[90],"Bottleneck":[91],"(DEIB)":[92],"block.":[93],"The":[94,120],"integration":[95],"CBAM":[97],"enhances":[98],"model\u2019s":[100],"ability":[101],"highlight":[103],"critical":[104],"features":[105,130],"across":[106,131],"different":[107],"coins":[108,160],"by":[109],"prioritizing":[110],"essential":[111],"spatial":[112],"channel":[114],"information,":[115],"thereby":[116],"improving":[117],"accuracy.":[119],"DEIB":[121],"block":[122],"employs":[123],"dilated":[124],"convolutions":[125],"efficiently":[127],"capture":[128],"detailed":[129],"various":[132],"scales,":[133],"focusing":[134],"on":[135,197,238],"subtle":[136],"distinctions":[137],"among":[138],"minimal":[142],"computational":[143],"overhead.":[144],"Furthermore,":[145],"present":[147],"Metal":[150,201],"Currency":[151,202,207],"Dataset,":[152],"comprehensive":[154],"collection":[155],"images":[157],"representing":[158],"under":[161],"diverse":[162],"lighting,":[163],"background,":[164],"environmental":[166],"conditions,":[167],"facilitating":[168],"evaluation":[171],"performance":[175,188,229],"realistic":[177],"scenarios.":[178],"Experimental":[179],"results":[180],"show":[181],"that":[182],"proposed":[184,199],"method":[185],"shows":[186],"improved":[187],"identifying":[190],"compared":[193],"prior":[195],"methods":[196],"Dataset":[203,208,213,218],"(IMCD),":[204],"(ICCD),":[209],"(ICDD)":[214],"&":[215,242],"Comprehensive":[216],"Image":[217],"Contemporary":[220],"(CIDCIC)":[223],"datasets.":[224],"achieves":[226],"an":[227],"impressive":[228],"F1-score":[231],"97.79%,":[233],"98.38%,":[234],"96.7%":[235],"99.7%":[237],"IMCD,":[239],"ICCD,":[240],"ICDD":[241],"CIDCIC":[243],"datasets,":[244],"respectively.":[245]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
