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Pattern Recognition: 14th Mexican Conference, MCPR 2022, Ciudad Juárez, Mexico, June 22–25, 2022, Proceedings PDF

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Preview Pattern Recognition: 14th Mexican Conference, MCPR 2022, Ciudad Juárez, Mexico, June 22–25, 2022, Proceedings

Osslan Osiris Vergara-Villegas Vianey Guadalupe Cruz-Sánchez Juan Humberto Sossa-Azuela Jesús Ariel Carrasco-Ochoa José Francisco Martínez-Trinidad José Arturo Olvera-López (Eds.) 4 6 2 3 1 S Pattern Recognition C N L 14th Mexican Conference, MCPR 2022 Ciudad Juárez, Chihuahua, Mexico, June 22–25, 2022 Proceedings Lecture Notes in Computer Science 13264 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 · Osslan Osiris Vergara-Villegas · Vianey Guadalupe Cruz-Sánchez · Juan Humberto Sossa-Azuela · Jesús Ariel Carrasco-Ochoa · José Francisco Martínez-Trinidad José Arturo Olvera-López (Eds.) Pattern Recognition 14th Mexican Conference, MCPR 2022 Ciudad Juárez, Mexico, June 22–25, 2022 Proceedings Editors OsslanOsirisVergara-Villegas VianeyGuadalupeCruz-Sánchez UniversidadAutónomadeCiudadJuárez UniversidadAutónomadeCiudadJuárez CiudadJuárez,Mexico CiudadJuárez,Mexico JuanHumbertoSossa-Azuela JesúsArielCarrasco-Ochoa InstitutoPolitécnicoNacional InstitutoNacionaldeAstrofísica,Ópticay MexicoCity,Mexico Electrónica Puebla,Mexico JoséFranciscoMartínez-Trinidad InstitutoNacionaldeAstrofísica,Ópticay JoséArturoOlvera-López Electrónica AutonomousUniversityofPuebla Puebla,Mexico Puebla,Mexico ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-07749-4 ISBN 978-3-031-07750-0 (eBook) https://doi.org/10.1007/978-3-031-07750-0 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 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,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare 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 The Mexican Conference on Pattern Recognition 2022 (MCPR 2022) was the 14th event in the series organized by the Institute of Engineering and Technology of the UniversidadAutónomadeCiudadJuárez(UACJ)andtheComputerScienceDepartment of the Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE) of Mexico. The conference was auspiced by the Mexican Association for Computer Vision, Neurocomputing, and Robotics (MACVNR), a member society of the International AssociationforPatternRecognition(IAPR).MCPR2022wasduetobeheldinCiudad Juárez,Chihuahua,Mexico,duringJune22–25,2022,butwasinsteadheldvirtuallydue totheCOVID-19pandemic. MCPRaimstoprovideaforumforexchangingscientificresults,practice,andnew knowledge,promotingcollaborationamongresearchgroupsinpatternrecognitionand relatedareasinMexicoandworldwide. In this edition, as in previous years, MCPR 2022 attracted not only Mexican researchersbutalsoworldwideparticipation.Wereceived66manuscriptsfromauthors in13countriesincludingChile,Colombia,Cuba,Ecuador,Germany,Mexico,Moldova, the Netherlands, Pakistan, South Africa, Spain, the USA, and Vietnam. Each paper wasstrictlypeerreviewedbyatleasttwomembersoftheProgramCommittee.Allthe membersoftheProgramCommitteeareexpertsinmanyfieldsofpatternrecognition. Asaresultofpeerreview,34paperswereacceptedforpresentationattheconference andincludedinthisexcellentconferenceproceedings. Wewereveryhonoredtohaveasinvitedspeakerssuchinternationallyrecognized researchersas – Rama Chellappa, Departments of Electrical and Computer Engineering (Whiting School of Engineering) and Biomedical Engineering (School of Medicine), Johns HopkinsUniversity,USA. – RaúlRojas,DepartmentofMathematicsandStatistics,UniversityofNevada,Reno, USA. – MariadeMarsico,DepartmentofComputerScience,SapienzaUniversityofRome, Italy. We would like to thank all the people who devoted so much time and effort to thesuccessfulrunningofMCPR2022.Particularly,weextendourgratitudetoallthe authors who contributed to the conference. In addition, we give special thanks to the invited speakers, who shared their keynote addresses on various pattern recognition topics during the conference. We are also very grateful for the efforts and the quality of the reviews of all Program Committee members and additional reviewers. Their work allowed us to maintain the high quality of the contributions to the conference andprovidedaconferenceprogramofahighstandard. vi Preface Finally, but no less important, our thanks go to the Institute of Engineering and TechnologyoftheUniversidadAutónomadeCiudadJuárez(UACJ)forprovidingkey supporttothisevent. We are sure that MCPR 2022 provided a fruitful forum for Mexican pattern recognitionresearchersandthebroaderinternationalpatternrecognitioncommunity. June2022 OsslanOsirisVergara-Villegas VianeyGuadalupeCruz-Sánchez JuanHumbertoSossa-Azuela JesúsArielCarrasco-Ochoa JoséFranciscoMartínez-Trinidad JoséArturoOlvera-López Organization MCPR 2022 was sponsored by the Institute of Engineering and Technology of the UniversidadAutónomadeCiudadJuárez(UACJ)andtheComputerScienceDepartment oftheInstitutoNacionaldeAstrofísica,ÓpticayElectrónica(INAOE). GeneralConferenceCo-chairs OsslanOsirisVergara-Villegas UACJ,Mexico VianeyGuadalupeCruz-Sánchez UACJ,Mexico JuanHumbertoSossa-Azuela CIC-IPN,Mexico JesúsArielCarrasco-Ochoa INAOE,Mexico JoséFranciscoMartínez-Trinidad INAOE,Mexico JoséArturoOlvera-López BUAP,Mexico LocalArrangementCommittee CervantesCuahueyBrendaAlicia DominguezGuerreroJosué NoriegaArmendárizRené RobledoPortilloIvonneH. SantiagoRamírezEverardo ScientificCommittee Alexandre,L.A. UniversidadedaBeiraInterior,Portugal Araujo,A. UniversidadeFederaldeMinasGerais,Brazil Benedi,J.M. UniversidadPolitécnicadeValencia,Spain Borges,D.L. UniversidadedeBrasília,Brazil Cabrera,S. UniversityofTexasatElPaso,USA Dos-Santos,J.A. UniversidadeFederaldeMinasGerais,Brazil Escalante-Balderas,H.J. INAOE,Mexico Facon,J. PontifíciaUniversidadeCatólicadoParaná,Brazil Fierrez,J. UniversidadAutonomadeMadrid,Spain Fumera,G. UniversityofCagliari,Italy García-Borroto,M. CubanSocietyofPatternRecognition,Cuba García-Hernández,R.A. AutonomousUniversityoftheStateofMexico, Mexico Godoy,D. UNICEN,Argentina viii Organization Grau,A. UniversitatPolitécnicadeCatalunya,Spain Gregorová,M. HEG,HES-SO,Switzerland Gutierrez-Garcia,J.O. ITAM,Mexico Heutte,L. UniversitédeRouen,France Hurtado-Ramos,J.B. CICATA-IPN,Mexico Jiang,X UniversityofMünster,Germany Kampel,M. ViennaUniversityofTechnology,Austria Kim,S.W. MyongjiUniversity,SouthKorea Kober,V. CICESE,Mexico Körner,M. TechnicalUniversityofMunich,Germany Lazo-Cortés,M.S. ITTLA,TecNM,Mexico Levano,M.A. UniversidadCatólicadeTemuco,Chile Loyola-González,O. AltairManagementConsultants,Spain Martínez-Carranza,J. INAOE,Mexico Mendoza,M. UniversidadTécnicaFedericoSantaMaría,Chile Montes-Y-Gomez,M. INAOE,Mexico Montoliu,R. UniversidadJaumeI,Spain Morales-Reyes,A. INAOE,Mexico Oliveira,J.L. UniversidadedeAveiro,Portugal Palagyi,K. UniversityofSzeged,Hungary Pedrosa,G.V. UniversidadedeBrasília,Brazil Penaloza,C. AdvancedTelecommunicationsResearchInstitute International,Japan Perez-Suay,A. UniversitatdeValència,Spain Pina,P. InstitutoSuperiorTécnico,Portugal Real,P. UniversityofSeville,Spain Ruiz-Shulcloper,J. UCI,Cuba Salas,J. CICATA-IPN,Mexico Sanchez-Cortes,D. GroupeMutuelHoldingSA,Switzerland Sánchez-Salmerón,A.J. UniversitatPolitècnicadeValència,Spain Sansone,C. UniversitàdiNapoli,Italy Sossa-Azuela,J.H. CIC-IPN,Mexico Subbarayappa,S. M.S.RamaiahUniversityofAppliedSciences, India Sucar,L.E. INAOE,Mexico Tolosana,R. UniversidadAutónomadeMadrid,Spain Valev,V. InstituteofMathematicsandInformatics, Bulgaria Valle,M.E. UniversidadeEstadualdeCampinas,Brazil Wang,C. UniversityofGeneva,Switzerland Wario,F. ISTC-CNR,Italy Organization ix AdditionalReferees Aragon,M.Ezra INAOE,Mexico Lopez,J. UACH,Mexico Barella,V.H. UniversityofSaoPaulo,Brazil Samper-Escalante,L.D. ITESM,Mexico Coelho,T. UniversityofCampinas,Brazil Solorio-Fernández,S. INAOE,Mexico Guerrero,R. UniversidadedeAveiro,Portugal Steniner,K. UniversityofFribourg,Switzerland SponsoringInstitutions InstituteofEngineeringandTechnologyoftheUniversidadAutónomadeCiudad Juárez(UACJ) InstitutoNacionaldeAstrofísica,ÓpticayElectrónica(INAOE) MexicanAssociationforComputerVision,NeurocomputingandRobotics(MACVNR) NationalCouncilofScienceandTechnologyofMexico(CONACYT)

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