{"id":"https://openalex.org/W4317383029","doi":"https://doi.org/10.1109/rivf55975.2022.10013898","title":"UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in Vietnamese","display_name":"UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in Vietnamese","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4317383029","doi":"https://doi.org/10.1109/rivf55975.2022.10013898"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf55975.2022.10013898","pdf_url":null,"source":{"id":"https://openalex.org/S4363608274","display_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.05407","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100640804","display_name":"Nghia Hieu Nguyen","orcid":"https://orcid.org/0009-0008-9635-9232"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nghia Hieu Nguyen","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082498745","display_name":"Duong T.D. Vo","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duong T.D. Vo","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046262541","display_name":"Kiet Van Nguyen","orcid":"https://orcid.org/0000-0002-8456-2742"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Kiet Van Nguyen","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":61},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwriting Recognition and Text Detection","score":1.0,"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":"Handwriting Recognition and Text Detection","score":1.0,"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/T10181","display_name":"Statistical Machine Translation and Natural Language Processing","score":0.9942,"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"}},{"id":"https://openalex.org/T11398","display_name":"Gesture Recognition in Human-Computer Interaction","score":0.9879,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.91527784},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.74682933},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.64102745},{"id":"https://openalex.org/keywords/handwriting-recognition","display_name":"Handwriting Recognition","score":0.633215},{"id":"https://openalex.org/keywords/scene-text-recognition","display_name":"Scene Text Recognition","score":0.513811},{"id":"https://openalex.org/keywords/text-detection","display_name":"Text Detection","score":0.512105}],"concepts":[{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.91527784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8127701},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.74682933},{"id":"https://openalex.org/C44868376","wikidata":"https://www.wikidata.org/wiki/Q3099089","display_name":"Intelligent character recognition","level":4,"score":0.6670464},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.64102745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59452116},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5551352},{"id":"https://openalex.org/C112640561","wikidata":"https://www.wikidata.org/wiki/Q2440634","display_name":"Handwriting recognition","level":3,"score":0.5532441},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5508393},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.527732},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3727005},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30901903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28187564},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.130285},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.090562075},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf55975.2022.10013898","pdf_url":null,"source":{"id":"https://openalex.org/S4363608274","display_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2211.05407","pdf_url":"https://arxiv.org/pdf/2211.05407","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2211.05407","pdf_url":"https://arxiv.org/pdf/2211.05407","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"score":0.85,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W2020407556","https://openalex.org/W2127141656","https://openalex.org/W2152928267","https://openalex.org/W2157331557","https://openalex.org/W2194187530","https://openalex.org/W2517355551","https://openalex.org/W2577332049","https://openalex.org/W2786974559","https://openalex.org/W2791089502","https://openalex.org/W2885195348","https://openalex.org/W2906810737","https://openalex.org/W2945820899","https://openalex.org/W3003428515","https://openalex.org/W3003642782","https://openalex.org/W3011017262","https://openalex.org/W3031548983","https://openalex.org/W3118485687","https://openalex.org/W3128285257","https://openalex.org/W4293649366"],"related_works":["https://openalex.org/W3144167897","https://openalex.org/W3122954453","https://openalex.org/W2888573161","https://openalex.org/W2535499425","https://openalex.org/W2406258874","https://openalex.org/W2159428510","https://openalex.org/W2137744223","https://openalex.org/W2035883368","https://openalex.org/W174071489","https://openalex.org/W1667392590"],"abstract_inverted_index":{"Recognizing":[0],"handwriting":[1,44,59,65,91,129,143,154,174,196],"images":[2,87],"is":[3,116,167],"challenging":[4],"due":[5],"to":[6,42,75,140,186,191],"the":[7,26,108,137,189,193],"vast":[8],"variation":[9],"in":[10,61,67,84,127,132,198],"writing":[11,21],"style":[12],"across":[13],"many":[14,55],"people":[15],"and":[16,33,118,169],"distinct":[17],"linguistic":[18],"aspects":[19],"of":[20,110,122],"languages.":[22],"In":[23,177],"Vietnamese,":[24,62],"besides":[25],"modern":[27],"Latin":[28],"characters,":[29],"there":[30,52],"are":[31,53,125],"accent":[32],"letter":[34],"marks":[35],"together":[36],"with":[37,182],"characters":[38],"that":[39,124,146],"draw":[40],"confusion":[41],"state-of-the-art":[43,184],"recognition":[45,60,66,82,111,175,197],"methods.":[46,176],"Moreover,":[47],"as":[48,114],"a":[49,71,142,161],"low-resource":[50],"language,":[51],"not":[54,106],"datasets":[56],"for":[57,73,152,171,195],"re-searching":[58],"which":[63,166],"makes":[64],"this":[68,133],"language":[69],"have":[70],"barrier":[72],"researchers":[74],"approach.":[76],"Recent":[77],"works":[78],"evaluated":[79],"offline":[80,128,153],"hand-writing":[81],"methods":[83,112,185],"Vietnamese":[85],"using":[86],"from":[88],"an":[89],"online":[90],"dataset":[92,145,165],"constructed":[93],"by":[94],"connecting":[95],"pen":[96],"stroke":[97],"coordinates":[98],"without":[99],"further":[100],"processing.":[101],"This":[102],"approach":[103],"obviously":[104],"can":[105],"measure":[107],"ability":[109],"effectively,":[113],"it":[115],"trivial":[117],"may":[119],"be":[120],"lack":[121],"features":[123],"essential":[126],"images.":[130,155],"Therefore,":[131],"paper,":[134],"we":[135,159,179],"propose":[136],"Transferring":[138],"method":[139],"construct":[141],"image":[144],"associates":[147],"crucial":[148],"natural":[149,170],"attributes":[150],"required":[151],"Using":[156],"our":[157],"method,":[158],"provide":[160],"first":[162],"high-quality":[163],"synthetic":[164],"complex":[168],"efficiently":[172],"evaluating":[173],"addition,":[178],"conduct":[180],"experiments":[181],"various":[183],"figure":[187],"out":[188],"challenge":[190],"reach":[192],"solution":[194],"Vietnamese.":[199]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4317383029","counts_by_year":[],"updated_date":"2024-10-23T09:17:48.060164","created_date":"2023-01-19"}
