{"id":"https://openalex.org/W4389079978","doi":"https://doi.org/10.1145/3610542.3626136","title":"Recognition-Independent Handwritten Text Alignment Using Lightweight Recurrent Neural Network","display_name":"Recognition-Independent Handwritten Text Alignment Using Lightweight Recurrent Neural Network","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389079978","doi":"https://doi.org/10.1145/3610542.3626136"},"language":"en","primary_location":{"id":"doi:10.1145/3610542.3626136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610542.3626136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Posters","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/A5093367077","display_name":"Karina Korovai","orcid":"https://orcid.org/0009-0009-1889-4229"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Karina Korovai","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0009-0009-1889-4229","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021800347","display_name":"Dmytro Zhelezniakov","orcid":"https://orcid.org/0000-0003-4268-0262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dmytro Zhelezniakov","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4268-0262","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087934245","display_name":"Olga Radyvonenko","orcid":"https://orcid.org/0000-0003-2877-4510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olga Radyvonenko","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2877-4510","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049183888","display_name":"Oleg Yakovchuk","orcid":"https://orcid.org/0000-0002-9842-9790"},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleg Yakovchuk","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine and National Technical University of Ukraine 'Igor Sikorsky Kyiv Polytechnic Institute', Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-9842-9790","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine and National Technical University of Ukraine 'Igor Sikorsky Kyiv Polytechnic Institute', Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025419624","display_name":"Ivan Deriuga","orcid":"https://orcid.org/0000-0001-6076-3905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Deriuga","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-6076-3905","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102789610","display_name":"Nataliya Sakhnenko","orcid":"https://orcid.org/0000-0003-2890-4071"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nataliya Sakhnenko","raw_affiliation_strings":["Samsung R&amp;D Institute Ukraine, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-2890-4071","affiliations":[{"raw_affiliation_string":"Samsung R&amp;D Institute Ukraine, Ukraine","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093367077"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2355,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54065412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9869999885559082,"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/legibility","display_name":"Legibility","score":0.9050627946853638},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.8882877230644226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8389962911605835},{"id":"https://openalex.org/keywords/intelligent-character-recognition","display_name":"Intelligent character recognition","score":0.6433779001235962},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6354387402534485},{"id":"https://openalex.org/keywords/handwriting-recognition","display_name":"Handwriting recognition","score":0.5878409743309021},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.555419921875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5180854797363281},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.42144742608070374},{"id":"https://openalex.org/keywords/beautification","display_name":"Beautification","score":0.41506507992744446},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.413678377866745},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.3327324688434601},{"id":"https://openalex.org/keywords/character-recognition","display_name":"Character recognition","score":0.2113434076309204},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11079150438308716}],"concepts":[{"id":"https://openalex.org/C2779332521","wikidata":"https://www.wikidata.org/wiki/Q1820694","display_name":"Legibility","level":2,"score":0.9050627946853638},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.8882877230644226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389962911605835},{"id":"https://openalex.org/C44868376","wikidata":"https://www.wikidata.org/wiki/Q3099089","display_name":"Intelligent character recognition","level":4,"score":0.6433779001235962},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6354387402534485},{"id":"https://openalex.org/C112640561","wikidata":"https://www.wikidata.org/wiki/Q2440634","display_name":"Handwriting recognition","level":3,"score":0.5878409743309021},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.555419921875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5180854797363281},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.42144742608070374},{"id":"https://openalex.org/C2777972131","wikidata":"https://www.wikidata.org/wiki/Q4877642","display_name":"Beautification","level":2,"score":0.41506507992744446},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.413678377866745},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3327324688434601},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.2113434076309204},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11079150438308716},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3610542.3626136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610542.3626136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Posters","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2000079749","https://openalex.org/W2000931629","https://openalex.org/W2148574531"],"related_works":["https://openalex.org/W4213084272","https://openalex.org/W2793997322","https://openalex.org/W2314917435","https://openalex.org/W2041037884","https://openalex.org/W3047607512","https://openalex.org/W3003949997","https://openalex.org/W4390983538","https://openalex.org/W2110485610","https://openalex.org/W183832189","https://openalex.org/W2406729210"],"abstract_inverted_index":{"Legibility":[0],"refers":[1],"to":[2,18,46,48,57,108],"the":[3,24,33,40,63,75,112],"ease":[4],"with":[5,90],"which":[6],"handwritten":[7],"content":[8],"can":[9,105],"be":[10],"read":[11],"and":[12,29,43,82],"understood":[13],"accurately.":[14],"However,":[15],"existing":[16],"approaches":[17],"handwriting":[19,27,59,97],"beautification":[20],"either":[21],"rely":[22],"on":[23],"result":[25],"of":[26],"recognition":[28,34],"accumulate":[30],"errors":[31],"from":[32],"system":[35],"or":[36],"do":[37],"not":[38],"address":[39],"alignment":[41],"problem":[42],"are":[44],"difficult":[45],"generalize":[47],"other":[49],"languages.":[50],"This":[51],"paper":[52],"presents":[53],"a":[54,68,100],"novel":[55],"approach":[56],"improve":[58],"legibility":[60],"by":[61],"straightening":[62],"written":[64],"content.":[65],"It":[66],"utilizes":[67],"recurrent":[69],"neural":[70,102],"network":[71,103],"that":[72],"operates":[73],"without":[74],"need":[76],"for":[77],"recognition,":[78],"supports":[79],"connected":[80],"writing,":[81],"accommodates":[83],"various":[84],"writing":[85,114],"styles.":[86],"The":[87],"results":[88],"obtained":[89],"this":[91],"method":[92],"demonstrate":[93],"significant":[94],"improvements":[95],"in":[96],"alignment.":[98],"Moreover,":[99],"single":[101],"model":[104],"effectively":[106],"cater":[107],"multiple":[109],"languages":[110],"within":[111],"same":[113],"system.":[115]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
