{"id":"https://openalex.org/W2016415892","doi":"https://doi.org/10.3844/jcssp.2007.242.248","title":"Segmentation and Recognition of Handwritten Numeric Chains","display_name":"Segmentation and Recognition of Handwritten Numeric Chains","publication_year":2007,"publication_date":"2007-04-01","ids":{"openalex":"https://openalex.org/W2016415892","doi":"https://doi.org/10.3844/jcssp.2007.242.248","mag":"2016415892"},"language":"en","primary_location":{"id":"doi:10.3844/jcssp.2007.242.248","doi":"https://doi.org/10.3844/jcssp.2007.242.248","is_oa":false,"landing_page_url":"https://doi.org/10.3844/jcssp.2007.242.248","pdf_url":null,"source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5003892623","display_name":"Salim Ouchtati","orcid":"https://orcid.org/0000-0002-5855-890X","observed_orcids":["https://orcid.org/0000-0002-5855-890X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salim Ouchtati","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025959985","display_name":"Mouldi Bedda","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mouldi Bedda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5102927869","display_name":"Abderrazak Lachouri","orcid":"https://orcid.org/0000-0001-6718-4228","observed_orcids":["https://orcid.org/0000-0001-6718-4228"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abderrazak Lachouri","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6496,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90235031,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"3","issue":"4","first_page":"242","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","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":"Handwritten Text Recognition Techniques","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/T12707","display_name":"Vehicle License Plate Recognition","score":9.999999747378752e-05,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.0,"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/handwritten-digit-recognition","display_name":"handwritten digit recognition","score":0.722000002861023},{"id":"https://openalex.org/keywords/character-segmentation","display_name":"character segmentation","score":0.6660000085830688},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8130000233650208},{"id":"https://openalex.org/keywords/backpropagation","display_name":"backpropagation","score":0.734000027179718},{"id":"https://openalex.org/keywords/vertical-projection","display_name":"vertical projection","score":0.5139999985694885},{"id":"https://openalex.org/keywords/postal-code-recognition","display_name":"postal code recognition","score":0.9700000286102295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8876979351043701},{"id":"https://openalex.org/C93058836","wikidata":"https://www.wikidata.org/wiki/Q1453572","display_name":"Chain code","level":3,"score":0.7030153274536133},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.6332170963287354},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6029698848724365},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5562347769737244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5390889048576355},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5280162692070007},{"id":"https://openalex.org/C112640561","wikidata":"https://www.wikidata.org/wiki/Q2440634","display_name":"Handwriting recognition","level":3,"score":0.5207685828208923},{"id":"https://openalex.org/C2776128791","wikidata":"https://www.wikidata.org/wiki/Q80042","display_name":"Cheque","level":2,"score":0.49253591895103455},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4401388168334961},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43458643555641174},{"id":"https://openalex.org/C44868376","wikidata":"https://www.wikidata.org/wiki/Q3099089","display_name":"Intelligent character recognition","level":4,"score":0.4314676821231842},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.418820858001709},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4161641597747803},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.242094486951828},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2185942828655243},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.21144640445709229},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.203599750995636},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.1841556429862976},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.10228341817855835},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3844/jcssp.2007.242.248","doi":"https://doi.org/10.3844/jcssp.2007.242.248","is_oa":false,"landing_page_url":"https://doi.org/10.3844/jcssp.2007.242.248","pdf_url":null,"source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.165.8462","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.165.8462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scipub.org/fulltext/jcs/jcs35289-295.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.307.9872","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.307.9872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.waset.org/journals/waset/v24/v24-89.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.97.9613","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.97.9613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scipub.org/fulltext/jcs/jcs34242-248.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1988925211","https://openalex.org/W2029189646","https://openalex.org/W2058589204","https://openalex.org/W2072181047","https://openalex.org/W2107600630","https://openalex.org/W2111308328","https://openalex.org/W2129169401","https://openalex.org/W2147800946","https://openalex.org/W2152701198","https://openalex.org/W2577773878"],"related_works":["https://openalex.org/W7099457684","https://openalex.org/W7099167112","https://openalex.org/W2062904928","https://openalex.org/W2320139814","https://openalex.org/W2332162173","https://openalex.org/W2058589204","https://openalex.org/W2102824830","https://openalex.org/W7098806482","https://openalex.org/W7120297279","https://openalex.org/W2906001498"],"abstract_inverted_index":{"Abstract:":[0],"Automatic":[1],"reading":[2,125],"of":[3,60,73,91,101,114,126,132,136,161,171,178],"numeric":[4,63,129,145],"chains":[5,130],"has":[6],"been":[7,27],"attempted":[8],"in":[9,30,45,165],"several":[10,105],"application":[11],"areas":[12],"such":[13],"as":[14],"bank":[15],"cheque":[16],"processing,":[17],"postal":[18],"code":[19],"recognition":[20,32,59,188],"and":[21,111,117,150],"form":[22,87],"processing.":[23],"Such":[24],"applications":[25],"have":[26],"very":[28],"popular":[29],"handwriting":[31],"research,":[33],"due":[34],"to":[35,38,86,142,158,191],"the":[36,41,58,61,71,79,88,92,98,102,124,127,144,159,162,166,172,179,183],"possibility":[37],"reduce":[39],"considerably":[40],"manual":[42],"effort":[43],"involved":[44],"these":[46],"tasks.":[47],"In":[48],"this":[49],"study":[50,66,120],"we":[51],"propose":[52],"an":[53],"off":[54],"line":[55],"system":[56,163,170,181],"for":[57,123,182],"handwritten":[62,128,174],"chains.":[64],"Firstly,":[65],"was":[67,121,140,155],"based":[68],"mainly":[69],"on":[70,97],"evaluation":[72],"neural":[74,93],"network":[75,94],"performances,":[76],"trained":[77],"with":[78],"gradient":[80],"back":[81],"propagation":[82],"algorithm.":[83],"Used":[84],"parameters":[85],"input":[89],"vector":[90],"are":[95],"extracted":[96],"binary":[99],"images":[100],"digits":[103,149],"by":[104],"methods:":[106],"distribution":[107],"sequence,":[108],"Barr":[109],"features":[110],"centred":[112],"moments":[113],"different":[115],"projections":[116],"profiles.":[118],"Secondly,":[119],"extented":[122],"constituted":[131],"a":[133,187],"variable":[134],"number":[135],"digits.":[137],"Vertical":[138],"projection":[139],"used":[141,184],"segment":[143],"chain":[146],"at":[147],"isolated":[148,173],"every":[151],"digit":[152],"(or":[153],"segment)":[154],"presented":[156],"separately":[157],"entry":[160],"achieved":[164],"first":[167],"part":[168],"(recognition":[169],"digits).":[175],"The":[176],"performances":[177],"proposed":[180],"database":[185],"attain":[186],"rate":[189],"equal":[190],"91.3%.":[192]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
