Intertwining Graphonomics with Human Movements: 20th International Conference of the International Graphonomics Society, IGS 2021 Las Palmas de Gran Canaria, Spain, June 7–9, 2022 Proceedings PDF
Preview Intertwining Graphonomics with Human Movements: 20th International Conference of the International Graphonomics Society, IGS 2021 Las Palmas de Gran Canaria, Spain, June 7–9, 2022 Proceedings
Cristina Carmona-Duarte Moises Diaz Miguel A. Ferrer Aythami Morales (Eds.) 4 2 4 3 Intertwining Graphonomics 1 S C with Human Movements N L 20th International Conference of the International Graphonomics Society, IGS 2021 Las Palmas de Gran Canaria, Spain, June 7–9, 2022 Proceedings Lecture Notes in Computer Science 13424 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · Cristina Carmona-Duarte Moises Diaz · Miguel A. Ferrer Aythami Morales (Eds.) Intertwining Graphonomics with Human Movements 20th International Conference of the International Graphonomics Society, IGS 2021 Las Palmas de Gran Canaria, Spain, June 7–9, 2022 Proceedings Editors CristinaCarmona-Duarte MoisesDiaz UniversidaddeLasPalmasdeGranCanaria UniversidaddeLasPalmasdeGranCanaria LasPalmasdeGranCanaria,Spain LasPalmasdeGranCanaria,Spain MiguelA.Ferrer AythamiMorales UniversidaddeLasPalmasdeGranCanaria UniversidadAutónomadeMadrid LasPalmasdeGranCanaria,Spain Madrid,Spain ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-19744-4 ISBN 978-3-031-19745-1 (eBook) https://doi.org/10.1007/978-3-031-19745-1 ©SpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface After20editions,theconferenceoftheInternationalGraphonomicsSociety(IGS)has becomeakeyresearchevent,andthemostimportantinthegraphonomicscommunity. The travel restrictions imposed during the COVID-19 outbreak caused the IGS 2021 conferencetobeheldin2022. The IGS conference has always been an open international event, and this year receivedsubmissionsfrommorethan14countries.Inthisedition,thebiggestpresence wasfromItaly,buttherewasalsoastronggoodpresencefromSpain,Canada,andthe CzechRepublic. IGS2021received41submissions.ThereviewprocessforIGS2021wasdiligent and required the careful consideration of 67 reviewers who spent significant time and effortinreviewingthepapers,withaminimumofthreereviewsperpaper.Intheend,36 paperswereacceptedfortheconferenceand26forpublicationinthisSpringerLNCS volume, which is an 87% and 63% rate of acceptance, respectively. To form the final program,20paperswereselectedfororalpresentations(48%ofallsubmissions),17% forthepostersession,and22%forspecialsessions. Theprogramwascomprisedofsixoralsessionsonthefollowingtopics:historical documents,forensichandwritingexaminations,handwritinglearninganddevelopment, andmotorcontrol.Oneadditionalpostersessionincludedpapersonallprevioustopics, andthreespecialsessionsincludedpapersonneurodegenerativedisorders.Allthepapers, includingtheonessubmittedbyorganizers,wentthroughthesamerevisionprocedure. Toavoidanybiasinfavoroftheorganizers’papers,objectiveruleswerefollowed.The IGS2021programwasenhancedbythreekeynotesbyeminentspeakers:MiguelÁngel Ferrer,JoséManuelVilar,andJoséJuanQuintana. Thegraphonomicscommunityiswitnessingadeeptransformation,nowincreasingly dominatedbyadvancesoccurringintheindustryinmachinelearning,computervision, and related fields around Artificial Intelligence. We hope that these proceedings will resultinafruitfulreferenceforthegraphonomicresearchcommunity.Finally,wewould liketothankallwhomadethispossible,especiallytheauthors,thereviewers,andthe IGScommunityatlarge. May2022 CristinaCarmona-Duarte MoisesDiaz MiguelA.Ferrer AythamiMorales Organization LocalCommitteePresident MiguelA.Ferrer UniversidaddeLasPalmasdeGranCanaria, Spain GeneralChairs CristinaCarmona-Duarte UniversidaddeLasPalmasdeGranCanaria, Spain MoisesDiaz UniversidaddeLasPalmasdeGranCanaria, Spain SteeringCommittee ClaudioDeStefano UniversitàdiCassinoedelLazioMeridionale, Italy AngeloMarcelli UniversityofSalerno,Italy RéjeanPlamondon EcolePolytechniqueMontreal,Canada Hans-LeoTeulings Neuroscript,USA ArendVanGemmert LouisianaStateUniversity,USA CélineRémi LAMIA,Guadeloupe AndreasFischer UniversityofAppliedSciencesandArtsWestern, Switzerland AnaRitaMatias UniversityofÉvora,Portugal ErikaGriechisch CursorInsight,Hungary SaraRosenblum UniversityofHaifa,Israel HeidiHarralson EastTennesseeStateUniversity,USA PublicationChair AythamiMoralesMoreno UniversidadAutónomadeMadrid,Spain LocalOrganizingCommittee JoséJ.Quintana UniversidaddeLasPalmasdeGranCanaria, Spain JesúsBernardinoAlonso UniversidaddeLasPalmasdeGranCanaria, Spain viii Organization ProgramCommittee SerenaStarita UniversitàdegliStudidiTrieste,Italy DonatoImpedovo UNIBA,Italy AndreasFischer UniversityofFribourg,Switzerland JosepLlados ComputerVisionCenter,Spain NinaHosseini UniversityofLuxembourg,Luxembourg LiatHen-Herbst ArielUniversity,Israel MateuszDubiel UniversityofStrathclyde,UK RemiCeline UniversitédesAntilles,Guadeloupe RéjeanPlamondon ÉcolePolytechniquedeMontréal,Canada MathiasSeuret UniversityofFribourg,Switzerland ArendVanGemmert LouisianaStateUniversity,USA IsabelleMarthot-Santaniello UniversityofBasel,Switzerland NajlaAl-Qawasmeh ConcordiaUniversity,Canada ThiagoBorduqui FederalDistrictCivilPolice,Brazil KyungsooKim KyungHeeUniversity,SouthKorea AsmaBensalah UniversitatAutònomadeBarcelona,Spain NicoleVincent UniversitedeParis,France DeborahWatson MississippiStateUniversity,USA NicoleDaliaCilia SapienzaUniversityofRome,Italy AntonioParziale UniversityofSalerno,Italy VincentChristlein UniversityofErlangen-Nuremberg,Germany CarinaFernandes NCForenses,Portugal MiguelFerrer UniversidaddeLasPalmasdeGranCanaria, Spain RubenVera-Rodriguez UniversidadAutonomadeMadrid,Spain MarieAnneNauer InstituteforHandwritingSciences,Switzerland AnaMatias UniversityofÉvora,Portugal AdolfoSantoroNatural IntelligentTechnologiesS.R.L.,Italy Hans-LeoTeulings NeuroScript,USA ZhujunPan MississippiStateUniversity,USA BenceKovari BudapestUniversityofTechnologyand Economics,Hungary ErikaGriechisch CursorInsight,Hungary BereketAberaYilma LuxembourgInstituteofScienceandTechnology, Luxembourg MohammadSaleem BudapestUniversityofTechnologyand Economics,Hungary EliasZois TEIofAthens,Greece ChristopherAiken NewMexicoStateUniversity,USA ChawkiDjeddiLarbi TebessiUinversity,Algeria JanMucha BrnoUniversityofTechnology,CzechRepublic Organization ix AnnaScius-Bertrand EcolePratiquesdesHautesEtudes,Switzerland AliciaFornes ComputerVisionCenter,Spain GennaroVessio UniversityofBari,Italy ImranSiddiqi BahriaUniversity,Pakistan ZoltanGalaz BrnoUniversityofTechnology,CzechRepublic QunFang MississippiStateUniversity,USA ZdeneˇkSmékal BrnoUniversityofTechnology,CzechRepublic ClaudioDeStefano UniversitàdiCassinoedelLazioMeridionale, Italy SobhanSarkar IITKharagpur,India AngeloMarcelli UniversitàdiSalerno,Italy GergelyHanczar CursorInsight,Hungary RichardGuest UniversityofKent,UK VasilisMoulianitis UniversityoftheAegean,Greece RubenTolosana UniversidadAutonomadeMadrid,Spain YuryChernov InstituteforHandwritingSciences,Switzerland KanstantsinMiatliuk BiałystokUniversityofTechnology,Poland MominaMoetesum BahriaUniversity,Pakistan AdamWolniakowski BiałystokUniversityofTechnology,Poland FrancescoFontanella UniversitàdiCassinoedelLazioMeridionale, Italy PeterDrotár TechnicalUniversityofKosice,Slovakia JiˇríMekyska BrnoUniversityofTechnology,CzechRepublic MarcosFaundez-Zanuy EscolasuperiorPolitècnicaTecnocampus,Spain AaronColverson UniversityofFlorida,USA GabrielaAlmeida UniversidadedeÉvora,Portugal GiuseppeDeGregorio UniversityofSalerno,Italy YaelFogel ArielUniversity,Israel MunaKhayyat ConcordiaUniversity,Canada MasakiNakagawa TokyoUniversityofAgricultureandTechnology, Japan SimonaFerrante PolitecnicodiMilano,Italy SimoneToffoli PolitecnicodiMilano,Italy Contents HandwritingVerification Forensic Handwriting Examination at IGS Conferences: A Review byNumbers .......................................................... 3 AngeloMarcelliandAntonioParziale ImpactofWritingOrderRecoveryinAutomaticSignatureVerification ........ 11 MoisesDiaz, GioeleCrispo, AntonioParziale, AngeloMarcelli, andMiguelA.Ferrer SpiralBasedRun-LengthFeaturesforOfflineSignatureVerification .......... 26 WalidBouamra,MoisesDiaz,MiguelAngelFerrer,andBrahimNini HistoricalDocuments TranscriptAlignmentforHistoricalHandwrittenDocuments:TheMiM Algorithm ............................................................ 45 GiuseppeDeGregorio,IlariaCitro,andAngeloMarcelli ImprovingHandwritingRecognitionforHistoricalDocumentsUsing SyntheticTextLines ................................................... 61 MartinSpoto,BeatWolf,AndreasFischer,andAnnaScius-Bertrand WriterRetrievalandWriterIdentificationinGreekPapyri ................... 76 VincentChristlein, IsabelleMarthot-Santaniello, MartinMayr, AnguelosNicolaou,andMathiasSeuret HandwritingLearningandDevelopment Enhanced Physiological Tremor in Normal Ageing: Kinematic andSpectralAnalysisofElderlyHandwriting ............................. 93 SerenaStarita,MonicaGuerra,LorenzoPascazio,andAgostinoAccardo ComparisonBetweenTwoSigma-LognormalExtractorswithPrimary SchoolsStudentsHandwriting ........................................... 105 NadirFaci,CristinaCarmona-Duarte,MoisesDiaz,MiguelA.Ferrer, andRéjeanPlamondon
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