{"id":"https://openalex.org/W4310608826","doi":"https://doi.org/10.1109/ialp57159.2022.9961284","title":"Isolated Kannada Character Recognition using Densely Connected Convolutional Network","display_name":"Isolated Kannada Character Recognition using Densely Connected Convolutional Network","publication_year":2022,"publication_date":"2022-10-27","ids":{"openalex":"https://openalex.org/W4310608826","doi":"https://doi.org/10.1109/ialp57159.2022.9961284"},"language":"en","primary_location":{"id":"doi:10.1109/ialp57159.2022.9961284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ialp57159.2022.9961284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Asian Language Processing (IALP)","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/A5100695291","display_name":"S Sandhya","orcid":"https://orcid.org/0000-0002-9512-6575"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S Sandhya","raw_affiliation_strings":["National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100649597","display_name":"V. Geetha","orcid":"https://orcid.org/0000-0002-1230-8729"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V Geetha","raw_affiliation_strings":["National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100695291"],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":0.3023,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55085914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","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/T10601","display_name":"Handwritten Text Recognition Techniques","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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9790999889373779,"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/kannada","display_name":"Kannada","score":0.8821405172348022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8121457099914551},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.6618543267250061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6231520175933838},{"id":"https://openalex.org/keywords/optical-character-recognition","display_name":"Optical character recognition","score":0.6183805465698242},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6071983575820923},{"id":"https://openalex.org/keywords/intelligent-word-recognition","display_name":"Intelligent word recognition","score":0.5611873269081116},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5533266067504883},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5135810375213623},{"id":"https://openalex.org/keywords/character-recognition","display_name":"Character recognition","score":0.4758700728416443},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4132884442806244},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4128496050834656},{"id":"https://openalex.org/keywords/intelligent-character-recognition","display_name":"Intelligent character recognition","score":0.3871435225009918},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36431142687797546},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0817229151725769},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07536420226097107}],"concepts":[{"id":"https://openalex.org/C2778579358","wikidata":"https://www.wikidata.org/wiki/Q33673","display_name":"Kannada","level":2,"score":0.8821405172348022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121457099914551},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.6618543267250061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6231520175933838},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.6183805465698242},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6071983575820923},{"id":"https://openalex.org/C17649283","wikidata":"https://www.wikidata.org/wiki/Q6044162","display_name":"Intelligent word recognition","level":5,"score":0.5611873269081116},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5533266067504883},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5135810375213623},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.4758700728416443},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4132884442806244},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4128496050834656},{"id":"https://openalex.org/C44868376","wikidata":"https://www.wikidata.org/wiki/Q3099089","display_name":"Intelligent character recognition","level":4,"score":0.3871435225009918},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36431142687797546},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0817229151725769},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07536420226097107},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ialp57159.2022.9961284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ialp57159.2022.9961284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Asian Language Processing (IALP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3010520375","https://openalex.org/W3045882047","https://openalex.org/W3139330037","https://openalex.org/W3145818199","https://openalex.org/W3156285329","https://openalex.org/W3172857196","https://openalex.org/W3183597859","https://openalex.org/W3201126466","https://openalex.org/W3210109419","https://openalex.org/W4206321482","https://openalex.org/W4220957149","https://openalex.org/W4287024866","https://openalex.org/W6794812502","https://openalex.org/W6800305814","https://openalex.org/W6803936545"],"related_works":["https://openalex.org/W4384296853","https://openalex.org/W2218402054","https://openalex.org/W954954433","https://openalex.org/W4309724674","https://openalex.org/W2811459303","https://openalex.org/W1548006612","https://openalex.org/W2085262576","https://openalex.org/W2943900795","https://openalex.org/W4383748232","https://openalex.org/W2902204561"],"abstract_inverted_index":{"Handwritten":[0,113,138],"Character":[1,131],"Recognition":[2,44,132],"and":[3,75,93,97,101,162],"Identification":[4],"are":[5,95],"one":[6],"of":[7,19,22,34,45,66,78,87,112,122,150,160,165,171],"the":[8,14,31,36,58,62,67,72,76,79,119,137,147,151,169,172],"most":[9],"interesting":[10],"problem":[11],"statements":[12],"in":[13,29,57,99,104],"present":[15],"digitized":[16],"world":[17],"because":[18],"its":[20,27],"variety":[21],"applications.":[23],"It":[24],"has":[25,84],"leveraged":[26],"potential":[28],"reducing":[30],"manual":[32],"work":[33,126],"converting":[35],"documents":[37],"containing":[38],"handwritten":[39,46,68,80],"characters":[40,47,115],"to":[41,51,71,145],"machine-readable":[42],"texts.":[43],"is":[48,143],"challenging":[49],"due":[50],"various":[52],"reasons":[53],"like":[54],"high":[55],"variance":[56],"writing":[59],"styles":[60],"across":[61],"globe,":[63],"poor":[64],"quality":[65],"text":[69,74],"compared":[70],"printed":[73],"size":[77],"text.":[81],"Kannada":[82,91,114,139],"language":[83],"a":[85,128,157],"history":[86],"over":[88],"1000":[89],"years.":[90],"vowels":[92],"consonants":[94],"curvy":[96],"symmetric":[98],"nature":[100],"hence":[102,167],"recognition":[103,111],"an":[105],"offline":[106],"system":[107],"becomes":[108],"difficult.":[109],"Hence,":[110],"effectively":[116,135],"serves":[117],"as":[118],"main":[120],"objective":[121],"this":[123],"work.":[124],"This":[125],"proposes":[127],"DenseNet121":[129],"based":[130],"model":[133,155],"that":[134],"recognizes":[136],"characters.":[140],"Transfer":[141],"Learning":[142],"used":[144],"improve":[146],"overall":[148],"performance":[149],"model.":[152,173],"The":[153],"proposed":[154],"achieved":[156],"training":[158],"accuracy":[159,164],"96.7%":[161],"test":[163],"96.28%,":[166],"proving":[168],"effectiveness":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
