{"id":"https://openalex.org/W4401583215","doi":"https://doi.org/10.3390/info15080483","title":"A Historical Handwritten French Manuscripts Text Detection Method in Full Pages","display_name":"A Historical Handwritten French Manuscripts Text Detection Method in Full Pages","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401583215","doi":"https://doi.org/10.3390/info15080483"},"language":"en","primary_location":{"id":"doi:10.3390/info15080483","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15080483","pdf_url":"https://www.mdpi.com/2078-2489/15/8/483/pdf?version=1723628078","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/8/483/pdf?version=1723628078","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113334701","display_name":"Rui Sang","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Sang","raw_affiliation_strings":["School of Foreign Languages, North China Electric Power University, Beijing 102206, China"],"affiliations":[{"raw_affiliation_string":"School of Foreign Languages, North China Electric Power University, Beijing 102206, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085001507","display_name":"Shili Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shili Zhao","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006569","display_name":"Yan Meng","orcid":"https://orcid.org/0000-0002-7030-5980"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Meng","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051142207","display_name":"Mingxian Zhang","orcid":"https://orcid.org/0000-0001-8090-8374"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxian Zhang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352637","display_name":"Xuefei Li","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefei Li","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005780816","display_name":"Huijie Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijie Xia","raw_affiliation_strings":["School of Foreign Languages, North China Electric Power University, Beijing 102206, China"],"affiliations":[{"raw_affiliation_string":"School of Foreign Languages, North China Electric Power University, Beijing 102206, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626030","display_name":"Ran Zhao","orcid":"https://orcid.org/0000-0002-1109-5434"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ran Zhao","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China","institution_ids":["https://openalex.org/I52158045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100626030"],"corresponding_institution_ids":["https://openalex.org/I52158045"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.2536,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51737409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"15","issue":"8","first_page":"483","last_page":"483"},"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9969000220298767,"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":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797494888305664},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5701719522476196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4923361539840698},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3993105888366699},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34577634930610657},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.09230169653892517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797494888305664},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5701719522476196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4923361539840698},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3993105888366699},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34577634930610657},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.09230169653892517}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15080483","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15080483","pdf_url":"https://www.mdpi.com/2078-2489/15/8/483/pdf?version=1723628078","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3cda2de75b2f45c68a0a79d563fb8138","is_oa":true,"landing_page_url":"https://doaj.org/article/3cda2de75b2f45c68a0a79d563fb8138","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 8, p 483 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15080483","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15080483","pdf_url":"https://www.mdpi.com/2078-2489/15/8/483/pdf?version=1723628078","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401583215.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1488125194","https://openalex.org/W1903029394","https://openalex.org/W2142159465","https://openalex.org/W2144554289","https://openalex.org/W2193145675","https://openalex.org/W2519818067","https://openalex.org/W2605982830","https://openalex.org/W2904147048","https://openalex.org/W2963037989","https://openalex.org/W2963647456","https://openalex.org/W2967615747","https://openalex.org/W2968226676","https://openalex.org/W2987696791","https://openalex.org/W2998621280","https://openalex.org/W3106250896","https://openalex.org/W3117569065","https://openalex.org/W3122893743","https://openalex.org/W3138516171","https://openalex.org/W3158551010","https://openalex.org/W3181016597","https://openalex.org/W3186906052","https://openalex.org/W3203631022","https://openalex.org/W3204971388","https://openalex.org/W4226226531","https://openalex.org/W4382464147","https://openalex.org/W4386083034","https://openalex.org/W4390872911","https://openalex.org/W4390873058","https://openalex.org/W4390873076","https://openalex.org/W6795144851"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Historical":[0],"handwritten":[1],"manuscripts":[2],"pose":[3],"challenges":[4],"to":[5,10,20,55,65,90,108,126,130,160,178,193,198,209],"automated":[6],"recognition":[7],"techniques":[8],"due":[9],"their":[11],"unique":[12],"handwriting":[13],"styles":[14],"and":[15,30,73,98,150,181,231,235,240,275],"cultural":[16],"backgrounds.":[17],"In":[18],"order":[19,159,208],"solve":[21,66],"the":[22,50,59,62,67,82,96,100,110,118,127,133,140,162,195,200,203,216,219,229,244,263],"problems":[23],"of":[24,33,61,69,95,102,142,250],"complex":[25,151,272],"text":[26,42,78,111,153,155,226,273],"word":[27,79],"misdetection,":[28],"omission,":[29],"insufficient":[31,74,182],"detection":[32,43,112,128,274],"wide-pitch":[34],"curved":[35],"text,":[36,149],"this":[37,267],"study":[38,268],"proposes":[39],"a":[40,277],"high-precision":[41],"method":[44,87,221,264],"based":[45],"on":[46],"improved":[47],"YOLOv8s.":[48],"Firstly,":[49],"Swin":[51],"Transformer":[52],"is":[53,88,124,191,253],"used":[54,89],"replace":[56],"C2f":[57],"at":[58],"end":[60],"backbone":[63],"network":[64],"shortcomings":[68,101],"fine-grained":[70],"information":[71,103],"loss":[72,104,168,197],"learning":[75],"features":[76,94],"in":[77,105,154,158,169,207,225,266],"detection.":[80,156],"Secondly,":[81],"Dysample":[83],"(Dynamic":[84],"Upsampling":[85],"Operator)":[86],"retain":[91],"more":[92],"detailed":[93],"target":[97,170,185],"overcome":[99,161],"traditional":[106],"upsampling":[107],"realize":[109,271],"task":[113],"for":[114,281],"dense":[115],"targets.":[116],"Then,":[117],"LSK":[119],"(Large":[120],"Selective":[121],"Kernel)":[122],"module":[123,252],"added":[125],"head":[129],"dynamically":[131],"adjust":[132],"feature":[134],"extraction":[135],"receptive":[136],"field,":[137],"which":[138,237],"solves":[139],"cases":[141],"extreme":[143],"aspect":[144,175],"ratio":[145],"words,":[146],"unfocused":[147],"small":[148],"shape":[152],"Finally,":[157],"CIOU":[163],"(Complete":[164],"Intersection":[165],"Over":[166],"Union)":[167],"box":[171],"regression":[172,196],"with":[173,215,228],"unclear":[174],"ratio,":[176],"insensitive":[177],"size":[179],"change,":[180],"correlation":[183],"between":[184,202],"coordinates,":[186],"Gaussian":[187],"Wasserstein":[188],"Distance":[189],"(GWD)":[190],"introduced":[192],"modify":[194],"measure":[199],"similarity":[201],"two":[204],"bounding":[205,212],"boxes":[206],"obtain":[210],"high-quality":[211],"boxes.":[213],"Compared":[214],"State-of-the-Art":[217],"methods,":[218],"proposed":[220,265],"achieves":[222],"optimal":[223],"performance":[224],"detection,":[227],"precision":[230],"mAP@0.5":[232],"reaching":[233],"86.3%":[234],"82.4%,":[236],"are":[238],"8.1%":[239],"6.7%":[241],"higher":[242],"than":[243],"original":[245],"method,":[246],"respectively.":[247],"The":[248,258],"advancement":[249],"each":[251],"verified":[254],"by":[255],"ablation":[256],"experiments.":[257],"experimental":[259],"results":[260],"show":[261],"that":[262],"can":[269],"effectively":[270],"provide":[276],"powerful":[278],"technical":[279],"means":[280],"historical":[282],"manuscript":[283],"reproduction.":[284]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
