{"id":"https://openalex.org/W4388916369","doi":"https://doi.org/10.1109/inista59065.2023.10310530","title":"Arabic-Latin Scene Text Detection based on YOLO Models","display_name":"Arabic-Latin Scene Text Detection based on YOLO Models","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4388916369","doi":"https://doi.org/10.1109/inista59065.2023.10310530"},"language":"en","primary_location":{"id":"doi:10.1109/inista59065.2023.10310530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista59065.2023.10310530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA)","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/A5058396935","display_name":"Houssem Turki","orcid":"https://orcid.org/0009-0001-8472-3622"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Houssem Turki","raw_affiliation_strings":["University of Sfax, Tunisia Probability and Statistics Laboratory, Sfax University,National Engineering School of Sfax (ENIS),Tunisia","National Engineering School of Sfax (ENIS), University of Sfax, Tunisia Probability and Statistics Laboratory, Sfax University, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, Tunisia Probability and Statistics Laboratory, Sfax University,National Engineering School of Sfax (ENIS),Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National Engineering School of Sfax (ENIS), University of Sfax, Tunisia Probability and Statistics Laboratory, Sfax University, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052764348","display_name":"Mohamed Elleuch","orcid":"https://orcid.org/0000-0003-4702-7692"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Elleuch","raw_affiliation_strings":["University of Manouba, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University,National School of Computer Science (ENSI),Tunisia","National School of Computer Science (ENSI), University of Manouba, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Manouba, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University,National School of Computer Science (ENSI),Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"National School of Computer Science (ENSI), University of Manouba, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004803772","display_name":"Monji Kherallah","orcid":"https://orcid.org/0000-0002-4549-1005"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Monji Kherallah","raw_affiliation_strings":["University of Sfax, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University,Faculty of Sciences,Tunisia","Faculty of Sciences, University of Sfax, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University,Faculty of Sciences,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Faculty of Sciences, University of Sfax, Tunisia Advanced Technologies for Environment and Smart Cities (ATES Unit), Sfax University, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018582850","display_name":"Alima Damak","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Alima Damak","raw_affiliation_strings":["University of Sfax,National Engineering School of Sfax (ENIS),Tunisia","National Engineering School of Sfax (ENIS), University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National Engineering School of Sfax (ENIS),Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058396935"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54374826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9937999844551086,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.989300012588501,"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/computer-science","display_name":"Computer science","score":0.8060531616210938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7963401079177856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7651216983795166},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6914100646972656},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.677350640296936},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.667982816696167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.592144787311554},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5026857852935791},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47353217005729675},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34373876452445984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8060531616210938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7963401079177856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7651216983795166},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6914100646972656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.677350640296936},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.667982816696167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.592144787311554},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5026857852935791},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47353217005729675},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34373876452445984},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inista59065.2023.10310530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista59065.2023.10310530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2031489346","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2144554289","https://openalex.org/W2283494663","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2727586675","https://openalex.org/W2763707105","https://openalex.org/W2785383245","https://openalex.org/W2786711027","https://openalex.org/W2900330699","https://openalex.org/W2944525610","https://openalex.org/W2944659700","https://openalex.org/W2954996726","https://openalex.org/W2963037989","https://openalex.org/W2973696262","https://openalex.org/W3018757597","https://openalex.org/W3042011474","https://openalex.org/W3184439416","https://openalex.org/W3203127093","https://openalex.org/W4224009287","https://openalex.org/W4224215610","https://openalex.org/W4225274218","https://openalex.org/W4245432128","https://openalex.org/W4291819654","https://openalex.org/W4293584584","https://openalex.org/W4295246343","https://openalex.org/W4297676427","https://openalex.org/W4318704708","https://openalex.org/W4361733595","https://openalex.org/W4386076325","https://openalex.org/W6638444622","https://openalex.org/W6691603626","https://openalex.org/W6750227808","https://openalex.org/W6777046832","https://openalex.org/W6798838024","https://openalex.org/W6802063204","https://openalex.org/W6843239693"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Machine":[0],"learning":[1,15,37,72,87],"and":[2,16,38],"artificial":[3],"intelligence":[4],"have":[5],"led":[6],"to":[7,107,153,171],"notable":[8,31],"progress":[9],"in":[10,25,41,83,90,121,162,179],"the":[11,17,26,33,53,91,144,163,175,180],"field":[12,92],"of":[13,19,35,55,93,130,143,159,167,177],"deep":[14,36,71],"identification":[18],"text":[20,39,131,189],"within":[21],"natural":[22,42],"scene":[23,43],"images":[24],"past":[27],"few":[28],"years.":[29],"Despite":[30],"advancements,":[32],"effectiveness":[34],"detection":[40,132,190],"images,":[44],"particularly":[45],"for":[46,80,103],"Arabic":[47],"language,":[48],"is":[49,67,170],"frequently":[50],"constrained":[51],"by":[52],"scarcity":[54],"comprehensive":[56],"datasets":[57],"containing":[58],"various":[59,118],"multilingual":[60,160],"scripts.":[61],"YOLO":[62,97,145,178],"(You":[63],"Only":[64],"Look":[65],"Once)":[66],"a":[68,109,127,148],"widely":[69],"used":[70],"neural":[73,137],"network":[74],"that":[75,186],"has":[76,99],"gained":[77],"immense":[78],"popularity":[79],"its":[81,104],"versatility":[82],"handling":[84],"diverse":[85],"machine":[86],"tasks,":[88],"primarily":[89],"computer":[94],"vision.":[95],"The":[96,165],"algorithm":[98],"progressively":[100],"garnered":[101],"recognition":[102],"exceptional":[105],"performance":[106],"solving":[108],"complex":[110],"problems,":[111],"noisy":[112],"data,":[113],"as":[114,116],"well":[115],"overcoming":[117],"challenges":[119],"encountered":[120],"real-world":[122],"scenarios.":[123],"Our":[124],"experiments":[125],"provide":[126],"concise":[128],"examination":[129],"algorithms":[133],"based":[134],"on":[135],"convolutional":[136],"networks":[138],"(CNNs),":[139],"especially":[140],"different":[141],"versions":[142],"models":[146],"using":[147],"data":[149],"augmentation":[150],"technique":[151],"applied":[152],"\"SYPHAX\"":[154],"dataset,":[155],"our":[156],"new":[157],"dataset":[158],"scripts":[161],"wild.":[164],"objective":[166],"this":[168],"paper":[169],"offer":[172],"insights":[173],"into":[174],"future":[176],"field,":[181],"highlighting":[182],"potential":[183],"research":[184],"directions":[185],"can":[187],"enhance":[188],"systems.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
