{"id":"https://openalex.org/W2762861033","doi":"https://doi.org/10.1109/asar.2017.8067767","title":"Letter-based classification of Arabic scripts style in ancient Arabic manuscripts: Preliminary results","display_name":"Letter-based classification of Arabic scripts style in ancient Arabic manuscripts: Preliminary results","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2762861033","doi":"https://doi.org/10.1109/asar.2017.8067767","mag":"2762861033"},"language":"en","primary_location":{"id":"doi:10.1109/asar.2017.8067767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asar.2017.8067767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5065785924","display_name":"Kalthoum Adam","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Kalthoum Adam","raw_affiliation_strings":["Department of Computer Science and Engineering College of Engineering, Qatar University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017608892","display_name":"Somaya Al-M\u00e1adeed","orcid":"https://orcid.org/0000-0002-0241-2899"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Somaya Al-Maadeed","raw_affiliation_strings":["Department of Computer Science and Engineering College of Engineering, Qatar University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033623398","display_name":"Ahmed Bouridane","orcid":"https://orcid.org/0000-0002-1474-2772"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Bouridane","raw_affiliation_strings":["Department of Computer and Information Science, Northumbria University Newcastle Upon, Tyne, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Northumbria University Newcastle Upon, Tyne, UK","institution_ids":["https://openalex.org/I32394136"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3184,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.68178074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"98"},"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":0.9878000020980835,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9753999710083008,"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/handwriting","display_name":"Handwriting","score":0.7728899121284485},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7333031892776489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7178389430046082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6458138823509216},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6226800680160522},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6155849099159241},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5943151116371155},{"id":"https://openalex.org/keywords/arabic-script","display_name":"Arabic script","score":0.5345135927200317},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.505579948425293},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.4880141317844391},{"id":"https://openalex.org/keywords/palaeography","display_name":"Palaeography","score":0.4818669259548187},{"id":"https://openalex.org/keywords/handwriting-recognition","display_name":"Handwriting recognition","score":0.4344451427459717},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4275507628917694},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42473936080932617},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.2414417266845703},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14322057366371155},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07939198613166809}],"concepts":[{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.7728899121284485},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7333031892776489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178389430046082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6458138823509216},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6226800680160522},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6155849099159241},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5943151116371155},{"id":"https://openalex.org/C2777323237","wikidata":"https://www.wikidata.org/wiki/Q1828555","display_name":"Arabic script","level":3,"score":0.5345135927200317},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.505579948425293},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.4880141317844391},{"id":"https://openalex.org/C60940604","wikidata":"https://www.wikidata.org/wiki/Q179957","display_name":"Palaeography","level":2,"score":0.4818669259548187},{"id":"https://openalex.org/C112640561","wikidata":"https://www.wikidata.org/wiki/Q2440634","display_name":"Handwriting recognition","level":3,"score":0.4344451427459717},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4275507628917694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42473936080932617},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.2414417266845703},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14322057366371155},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07939198613166809},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C74916050","wikidata":"https://www.wikidata.org/wiki/Q841090","display_name":"Classics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asar.2017.8067767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asar.2017.8067767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/31135","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/31135","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W71815513","https://openalex.org/W783096245","https://openalex.org/W1557506288","https://openalex.org/W1566093362","https://openalex.org/W1965498011","https://openalex.org/W2004631952","https://openalex.org/W2019894502","https://openalex.org/W2020491484","https://openalex.org/W2024181732","https://openalex.org/W2087142353","https://openalex.org/W2094543813","https://openalex.org/W2103496373","https://openalex.org/W2117072267","https://openalex.org/W2157394211","https://openalex.org/W2158594813","https://openalex.org/W2163352848","https://openalex.org/W2328840452","https://openalex.org/W2544100297","https://openalex.org/W6633334942","https://openalex.org/W6701794994"],"related_works":["https://openalex.org/W3003949997","https://openalex.org/W3199359807","https://openalex.org/W2110485610","https://openalex.org/W2107320953","https://openalex.org/W3047607512","https://openalex.org/W2744690920","https://openalex.org/W2787081548","https://openalex.org/W183832189","https://openalex.org/W3005534356","https://openalex.org/W3163065387"],"abstract_inverted_index":{"Classifying":[0],"ancient":[1,35],"Arabic":[2,25,46,112],"manuscripts":[3,26,47,85],"based":[4],"on":[5],"handwriting":[6,23,50],"styles":[7,113],"is":[8],"one":[9],"of":[10,17,22,34],"the":[11,15,20,30,88],"important":[12],"roles":[13],"in":[14,24,28],"field":[16],"paleography.":[18],"Recognizing":[19],"style":[21],"helps":[27],"identifying":[29],"origin":[31],"and":[32,56,93,104,120],"date":[33],"documents.":[36],"In":[37],"this":[38],"paper":[39],"we":[40],"proposed":[41],"using":[42,84],"segmented":[43],"letters":[44],"from":[45,66,87],"to":[48,63,73],"recognize":[49],"style.":[51],"Both":[52],"Gabor":[53],"Filters":[54],"(GF)":[55],"Local":[57],"Binary":[58],"Pattern":[59],"(LBP)":[60],"are":[61,71,99,107,114],"used":[62],"extract":[64],"features":[65,70],"letters.":[67],"The":[68,109],"fused":[69],"sent":[72],"Support":[74],"Vector":[75],"Machine":[76],"(SVM)":[77],"classifier.":[78],"Experimental":[79],"results":[80,98],"have":[81],"been":[82],"implemented":[83],"images":[86],"Qatar":[89],"National":[90],"Library":[91],"(QNL)":[92],"other":[94],"online":[95],"datasets.":[96],"Better":[97],"achieved":[100],"when":[101],"both":[102],"GF":[103],"LBP":[105],"descriptors":[106],"combined.":[108],"recognized":[110],"Handwritten":[111],"Diwani,":[115],"Kufic,":[116],"Naskh,":[117],"Farsi,":[118],"Ruq'ah":[119],"Thuluth.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2017-10-20T00:00:00"}
