{"id":"https://openalex.org/W4313152016","doi":"https://doi.org/10.1109/icccnt54827.2022.9984562","title":"BanglaHandwritten: A Comparative Study among Single, Numeral, Vowel Modifier, And Compound Characters Recognition Using CNN","display_name":"BanglaHandwritten: A Comparative Study among Single, Numeral, Vowel Modifier, And Compound Characters Recognition Using CNN","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4313152016","doi":"https://doi.org/10.1109/icccnt54827.2022.9984562"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984562","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023818011","display_name":"Sadia Jaman","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sadia Jaman","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082381799","display_name":"Mehadi Hassan Sovon","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mehadi Hassan Sovon","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081192920","display_name":"Syed Raihanuzzaman","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Syed Raihanuzzaman","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114039148","display_name":"Md. Mehadi Hasan","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Mehadi Hasan","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083033606","display_name":"Nusrat Nabi","orcid":"https://orcid.org/0000-0002-5117-6626"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nusrat Nabi","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008205383","display_name":"Md. Sazzadur Ahamed","orcid":"https://orcid.org/0009-0003-2786-9515"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Sazzadur Ahamed","raw_affiliation_strings":["Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. name of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Dept. name of CSE, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044968759","display_name":"Gazi Hadiuzzaman","orcid":null},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Gazi Hadiuzzaman","raw_affiliation_strings":["Bangladesh University of Textiles,Dept. name of Apparel Engineering,Dhaka,Bangladesh","Dept. name of Apparel Engineering, Bangladesh University of Textiles, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Textiles,Dept. name of Apparel Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I85564003"]},{"raw_affiliation_string":"Dept. name of Apparel Engineering, Bangladesh University of Textiles, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18623801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","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/T10601","display_name":"Handwritten Text Recognition Techniques","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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9943000078201294,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/numeral-system","display_name":"Numeral system","score":0.7859063148498535},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.708806574344635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6596204042434692},{"id":"https://openalex.org/keywords/vowel","display_name":"Vowel","score":0.6529523134231567},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46048837900161743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45948326587677},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3872738480567932}],"concepts":[{"id":"https://openalex.org/C204160518","wikidata":"https://www.wikidata.org/wiki/Q122653","display_name":"Numeral system","level":2,"score":0.7859063148498535},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.708806574344635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596204042434692},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"score":0.6529523134231567},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46048837900161743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45948326587677},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3872738480567932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984562","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W755956977","https://openalex.org/W1522301498","https://openalex.org/W1668690069","https://openalex.org/W2095705004","https://openalex.org/W2594265094","https://openalex.org/W2600236781","https://openalex.org/W2785669629","https://openalex.org/W2901083258","https://openalex.org/W2901801548","https://openalex.org/W2939765667","https://openalex.org/W2956230918","https://openalex.org/W2979533666","https://openalex.org/W2979811101","https://openalex.org/W3016942546","https://openalex.org/W3132745318","https://openalex.org/W3139768462","https://openalex.org/W4282964639","https://openalex.org/W4283749026","https://openalex.org/W4289229572","https://openalex.org/W6631190155","https://openalex.org/W6637125127","https://openalex.org/W6674330103","https://openalex.org/W6761004715","https://openalex.org/W6765337762"],"related_works":["https://openalex.org/W2539042112","https://openalex.org/W587872652","https://openalex.org/W4234680390","https://openalex.org/W2378136823","https://openalex.org/W2376285871","https://openalex.org/W3202497208","https://openalex.org/W2389956414","https://openalex.org/W2379723120","https://openalex.org/W2025860571","https://openalex.org/W4313391810"],"abstract_inverted_index":{"The":[0,133,187],"difficulty":[1],"of":[2,18,27,99,131,149,171,175,190],"handwritten":[3,28,66,97,126,164],"character":[4,67,74,98,165],"identification":[5,26,75],"varies":[6],"by":[7],"language,":[8],"owing":[9],"to":[10,62,139],"differences":[11],"in":[12,33,65,69,83,117,128,156],"shapes,":[13],"lines,":[14],"numbers,":[15],"and":[16,54,94,146,166,184],"size":[17],"characters.":[19,106],"There":[20],"are":[21],"several":[22],"studies":[23],"for":[24,31,91],"the":[25,88,96,118,150,162,169],"characters":[29,127,192,200],"accessible":[30],"English":[32],"comparison":[34],"with":[35,168],"other":[36],"significant":[37],"languages":[38],"like":[39,114],"Bangla.":[40],"In":[41,158],"their":[42],"recognition":[43,68,143],"procedures,":[44],"existing":[45],"technologies":[46],"use":[47,109,170],"multiple":[48],"techniques":[49],"such":[50],"as":[51,101,103],"classification":[52],"tools":[53],"feature":[55,111],"extraction.":[56],"CNN":[57,79],"has":[58,80,136],"recently":[59],"been":[60,81,137],"shown":[61],"be":[63],"proficient":[64],"English.":[70],"A":[71],"Handwritten":[72],"Bangla":[73,163],"system":[76],"based":[77],"on":[78],"examined":[82],"this":[84,159],"research.":[85],"Using":[86],"CNN,":[87],"suggested":[89],"approach":[90,113],"feature,":[92],"labelling":[93],"normalizing":[95],"images,":[100],"well":[102],"categorizing":[104],"different":[105],"It":[107],"doesn\u2019t":[108],"a":[110,129,141],"extraction":[112],"previous":[115],"research":[116,121],"field.":[119],"This":[120],"used":[122,153],"almost":[123],"4,50,000":[124],"unique":[125],"variety":[130],"styles.":[132],"recommended":[134],"model":[135],"proved":[138],"have":[140],"high":[142],"accuracy":[144,188],"level":[145],"outperforms":[147],"some":[148],"most":[151],"widely":[152],"methods":[154],"already":[155],"use.":[157],"research,":[160],"identify":[161],"digits":[167],"189":[172],"classes":[173],"consisting":[174],"50":[176],"fundamental":[177],"characters,":[178,181],"119":[179],"compound":[180,199],"10":[182,185],"numerals,":[183],"modifiers.":[186],"rate":[189],"basic":[191],"is":[193],"84.62%,":[194],"numerals":[195],"94%,":[196],"modifiers":[197],"96.46%,":[198],"77.60%":[201],"using":[202],"created":[203],"new":[204],"model.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
