{"id":"https://openalex.org/W2974619426","doi":"https://doi.org/10.15439/2019f28","title":"Signature analysis system using a convolutional neural network","display_name":"Signature analysis system using a convolutional neural network","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2974619426","doi":"https://doi.org/10.15439/2019f28","mag":"2974619426"},"language":"en","primary_location":{"id":"doi:10.15439/2019f28","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f28","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/28.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/28.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040968519","display_name":"Alicja Winnicka","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Alicja Winnicka","raw_affiliation_strings":["Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026445724","display_name":"Karolina K\u0119sik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Karolina K\u0119sik","raw_affiliation_strings":["Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048495064","display_name":"Dawid Po\u0142ap","orcid":"https://orcid.org/0000-0003-1972-5979"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dawid Po\u0142ap","raw_affiliation_strings":["Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematics Silesian University of Technology Kaszubska 23, 44-100 Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040968519"],"corresponding_institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"],"apc_list":null,"apc_paid":null,"fwci":0.123,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42942207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"287","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9815999865531921,"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"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9707000255584717,"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":0.7315759658813477},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7084779739379883},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.6028591990470886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4068237841129303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3239467144012451},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08995851874351501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315759658813477},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7084779739379883},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6028591990470886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4068237841129303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3239467144012451},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08995851874351501},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2019f28","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f28","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/28.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:b38352b41b94446a99425cd425b516a1","is_oa":true,"landing_page_url":"https://doaj.org/article/b38352b41b94446a99425cd425b516a1","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 18, Pp 287-290 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2019f28","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f28","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/28.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974619426.pdf","grobid_xml":"https://content.openalex.org/works/W2974619426.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2295417381","https://openalex.org/W2342981461","https://openalex.org/W2526801412","https://openalex.org/W2560609153","https://openalex.org/W2601964542","https://openalex.org/W2604233003","https://openalex.org/W2605111744","https://openalex.org/W2742110408","https://openalex.org/W2742744764","https://openalex.org/W2763479401","https://openalex.org/W2769591157","https://openalex.org/W2783471871","https://openalex.org/W2796289556","https://openalex.org/W2803681939","https://openalex.org/W2804794638","https://openalex.org/W2888627508","https://openalex.org/W2893457448","https://openalex.org/W2895255266","https://openalex.org/W2962888775"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W4293226380","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Identity":[0],"verification":[1,32,63],"using":[2],"biometric":[3],"methods":[4,37],"has":[5,116],"been":[6,117],"used":[7],"for":[8],"many":[9],"years.":[10],"A":[11],"special":[12,36],"case":[13,90],"is":[14,42,75,96],"a":[15,20,43,59,72,102,106],"handwritten":[16],"signature":[17,73,107],"made":[18],"on":[19],"digital":[21,29],"device":[22],"or":[23],"piece":[24],"of":[25,33,61,65,91,101],"paper.":[26],"For":[27],"the":[28,69,80,89,93,99,109],"analysis":[30],"and":[31,120],"its":[34,124],"authenticity,":[35],"are":[38],"needed.":[39],"Unfortunately,":[40],"this":[41,55],"rather":[44],"complicated":[45],"task":[46],"that":[47],"quite":[48],"often":[49],"requires":[50],"complex":[51],"processing":[52,100],"techniques.":[53],"In":[54,68,88],"paper,":[56],"we":[57],"propose":[58],"system":[60],"signatures":[62],"consisting":[64],"two":[66],"stages.":[67],"first":[70,81],"one,":[71],"pattern":[74],"created.":[76],"Thanks":[77],"to":[78,83,123],"this,":[79],"attempt":[82],"verify":[84],"identity":[85],"takes":[86],"place.":[87],"approval,":[92],"second":[94],"stage":[95],"followed":[97],"by":[98,108],"graphic":[103],"sample":[104],"containing":[105],"convolutional":[110],"neural":[111],"network.":[112],"The":[113],"proposed":[114],"technique":[115],"described,":[118],"tested":[119],"discussed":[121],"due":[122],"practical":[125],"use.":[126]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}