{"id":"https://openalex.org/W2555297202","doi":"https://doi.org/10.1109/ijcnn.2016.7727426","title":"Deep neural network for online writer identification using Beta-elliptic model","display_name":"Deep neural network for online writer identification using Beta-elliptic model","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2555297202","doi":"https://doi.org/10.1109/ijcnn.2016.7727426","mag":"2555297202"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2016.7727426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","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/A5025134674","display_name":"Thameur Dhieb","orcid":"https://orcid.org/0000-0001-9173-2204"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thameur Dhieb","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023675135","display_name":"Wael Ouarda","orcid":"https://orcid.org/0000-0002-6338-7092"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wael Ouarda","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014246999","display_name":"Houcine Boubaker","orcid":"https://orcid.org/0000-0002-0271-1549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Houcine Boubaker","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025134674"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3381,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92614161,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1863","last_page":"1870"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9968000054359436,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9847999811172485,"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/handwriting","display_name":"Handwriting","score":0.8487826585769653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7877142429351807},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6764650344848633},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6750873923301697},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6260397434234619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6259551644325256},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5861828327178955},{"id":"https://openalex.org/keywords/handwriting-recognition","display_name":"Handwriting recognition","score":0.5808090567588806},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46837860345840454},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40222907066345215},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3960271179676056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3281654119491577}],"concepts":[{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.8487826585769653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877142429351807},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6764650344848633},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6750873923301697},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6260397434234619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6259551644325256},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5861828327178955},{"id":"https://openalex.org/C112640561","wikidata":"https://www.wikidata.org/wiki/Q2440634","display_name":"Handwriting recognition","level":3,"score":0.5808090567588806},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46837860345840454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40222907066345215},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3960271179676056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3281654119491577},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/ijcnn.2016.7727426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W35331603","https://openalex.org/W792551570","https://openalex.org/W1494966716","https://openalex.org/W1560888543","https://openalex.org/W1594500687","https://openalex.org/W1613465282","https://openalex.org/W1613647457","https://openalex.org/W1639373162","https://openalex.org/W1973951297","https://openalex.org/W1974064458","https://openalex.org/W1976575762","https://openalex.org/W1980995229","https://openalex.org/W1986904217","https://openalex.org/W1989411205","https://openalex.org/W1992374970","https://openalex.org/W1996711358","https://openalex.org/W2000423522","https://openalex.org/W2004089144","https://openalex.org/W2013361743","https://openalex.org/W2016249943","https://openalex.org/W2028668608","https://openalex.org/W2042389060","https://openalex.org/W2062911701","https://openalex.org/W2103762918","https://openalex.org/W2105557977","https://openalex.org/W2111364271","https://openalex.org/W2111385843","https://openalex.org/W2118855090","https://openalex.org/W2127381221","https://openalex.org/W2134866414","https://openalex.org/W2137006126","https://openalex.org/W2137456081","https://openalex.org/W2144921710","https://openalex.org/W2145401508","https://openalex.org/W2150895270","https://openalex.org/W2152172965","https://openalex.org/W2160511393","https://openalex.org/W2181704387","https://openalex.org/W2292962307","https://openalex.org/W2336671320","https://openalex.org/W2426825570","https://openalex.org/W2426966596","https://openalex.org/W2525623366","https://openalex.org/W6633474663","https://openalex.org/W6635524721","https://openalex.org/W6636440544","https://openalex.org/W6683349615","https://openalex.org/W6686068273","https://openalex.org/W6697219020","https://openalex.org/W6703879302","https://openalex.org/W7023830084"],"related_works":["https://openalex.org/W3003949997","https://openalex.org/W1996690921","https://openalex.org/W2110485610","https://openalex.org/W3199359807","https://openalex.org/W3047607512","https://openalex.org/W4390983538","https://openalex.org/W2744690920","https://openalex.org/W2787081548","https://openalex.org/W183832189","https://openalex.org/W2536878212"],"abstract_inverted_index":{"The":[0,17,103,119,141],"online":[1,48,65,87,126],"writer":[2,19,49,62,127],"identification":[3,20,63,128,152],"is":[4,21,38,70,110,130],"a":[5,39,56,113],"required":[6],"component":[7],"in":[8,24,44,86,112,136],"many":[9],"applications":[10],"of":[11,30,41,47,75,143,153],"Computer":[12],"vision":[13],"and":[14,99],"Pattern":[15],"Recognition.":[16],"offline":[18],"more":[22,149],"developed":[23],"literature":[25],"due":[26],"to":[27,59,132,151],"the":[28,45,73,96,100,107,124,138,144],"use":[29,74,142],"traditional":[31],"system":[32],"based":[33,71],"on":[34,72,81],"Image":[35],"Processing.":[36],"There":[37],"lack":[40],"works":[42],"done":[43],"case":[46],"identification.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"novel":[57],"method":[58,69,129],"text":[60],"independent":[61],"from":[64],"handwriting.":[66],"Our":[67],"proposed":[68,125],"Beta-elliptic":[76],"model":[77],"that":[78,123],"computes":[79],"efficiently":[80],"real":[82],"time":[83],"writing":[84],"movements":[85],"handwriting":[88],"by":[89,106],"involving":[90],"simultaneously":[91],"its":[92],"both":[93],"profile":[94],"entities:":[95],"Beta":[97],"impulses":[98],"elliptic":[101],"arcs.":[102],"information":[104],"provided":[105],"feature":[108],"extraction":[109],"used":[111],"Deep":[114,145],"Neural":[115,146],"Network":[116,147],"as":[117],"classifier.":[118],"obtained":[120],"results":[121],"show":[122],"worth":[131],"receive":[133],"further":[134],"exploration":[135],"capturing":[137],"writer's":[139],"individual.":[140],"provides":[148],"robustness":[150],"writers.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
