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Signals and Communication Technology Chua-Chin Wang Arumugam Nallanathan   Editors Proceedings of the 5th International Conference on Signal Processing and Information Communications Signals and Communication Technology SeriesEditors EmreCelebi,UniversityofCentralArkansas,Conway,AR,USA JingdongChen,NorthwesternPolytechnicalUniversity,Xi'an,China E.S.Gopi,NationalInstituteofTechnology,Tiruchirappalli,TamilNadu,India AmyNeustein,LinguisticTechnologySystems,FortLee,NJ,USA H.VincentPoor,PrincetonUniversity,Princeton,NJ,USA AntonioLiotta,UniversityofBolzano,Bolzano,Italy MarioDiMauro,UniversityofSalerno,Salerno,Italy Thisseriesisdevotedtofundamentalsandapplicationsofmodernmethodsofsignal processing and cutting-edge communication technologies. The main topics are information and signal theory, acoustical signal processing, image processing and multimediasystems,mobileandwirelesscommunications,andcomputerandcom- munication networks. Volumes in the series address researchers in academia and industrialR&Ddepartments.Theseriesisapplication-oriented.Thelevelofpresen- tation of each individual volume, however, depends on the subject and can range frompracticaltoscientific. Indexing:Allbooksin“SignalsandCommunicationTechnology”areindexedby ScopusandzbMATH Forgeneralinformationaboutthisbookseries,commentsorsuggestions,please contact Mary James at [email protected] or Ramesh Nath Premnath at [email protected]. (cid:129) Chua-Chin Wang Arumugam Nallanathan Editors Proceedings of the 5th International Conference on Signal Processing and Information Communications Editors Chua-ChinWang ArumugamNallanathan NationalSunYat-senUniversity SchoolofEEandComputerScience Kaohsiung,Taiwan QueenMaryUniversityofLondon London,UK ISSN1860-4862 ISSN1860-4870 (electronic) SignalsandCommunicationTechnology ISBN978-3-031-13180-6 ISBN978-3-031-13181-3 (eBook) https://doi.org/10.1007/978-3-031-13181-3 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNatureSwitzerland AG2022 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseof illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similarordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors, and the editorsare safeto assume that the adviceand informationin this bookarebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface It is truly my pleasure to welcome all of you to join the 2022 5th International ConferenceonSignalProcessingandInformationCommunications(ICSPIC2022). Startingoutasaworkshopforthefirsttimein2018topromoteresearchexchangein the field of information processing, AI, and communication, this event has grown into a medium-scale virtual symposium this year with a high-quality technical programandaninternationalforum.NotonlyICSPIC2022publicizes manystate- of-the-artpapersinthementionedresearchareasrecommendedbyastrongInterna- tionalProgramCommitteeorganizedbymembersaroundtheglobebutitalsoholds three plenary talks presented by world-renowned researchers. The success of ICSPIC2022certainlypavesthepathforabettereventinthefuture. Due to the long-term impact of COVID-19, we were unable to meet in Paris, France,asplanned.ICSPIC2022usedZOOMasthesupportiveplatformtoallowall theparticipantsaroundtheworldtogatheronlineatthesametime.Tomakesurethat all the participants can use ZOOM smoothly, the organizing committee arranged a testsessiontoteachthemthebasicfunctionsofZOOM.Inthefollowingdaysofthe conference, there were keynote speeches, invited speeches, and technical sessions. Thoughtheauthorsandspeakerscouldn’tcommunicatefacetoface,thepassionfor involvementwasn’taffected. This volume of proceedings contains 13 papers. From the proceedings, readers canavailthemostcutting-edgeknowledgeaboutsignalprocessingandinformation communication from all around the world. And each paper was presented at the conference.Topicsincludedigitalsignalandimageprocessing,moderninformation technology, and management. Each selected paper went through a double-blinded peerreview.Ourwarmgratitudefirstlygoestothecommitteemembers.Thepaper control work was really a hard task, which cost a lot of time and energy. The committeemembershadtochoosepapersfromalltheexcellentsubmittedresearch worksbasedontheirprofessionalachievementsandprofoundknowledge.Without their contribution, the conference agenda would not have materialized, and the proceedingscouldn’thavebeengenerated. v vi Preface WehopethatICSPICwillbecomebetterandbetter,anditcanbecomealeading conferenceinthisfieldwithyourhighsupportsoneday. Kaohsiung,Taiwan Chua-ChinWang Contents PartI DigitalSignalandImageProcessing ADeepLearning-BasedApproachforCameraSwitching inAmateurIceHockeyGameBroadcasting. . . . . . . . . . . . . . . . . . . . . . 3 HamidRezaTohidypour,YixiaoWang,MohsenGholami,MeghaKalia, KexinWen,LawrenceLi,MahsaT.Pourazad,andPanosNasiopoulos PerformanceofLDAVersusPCAinNonidealLighting Environment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 HikmatDarwish TheEffectoftheAudioSignalsontheBrainforEEG-Based AttentivenessRecognition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29 JiamingCai,PinzhenChen,YunyangYuan,andZechengLi EMG-BasedViewControllerUsingVRApplications. . . . . . . . . . . . . . . 39 JingchengZhao,AnjunZhang,TianaoZeng,HaoCai,andYanlongWang ComparisonandApplicationofTwoFaceDetection Algorithms. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53 XiaoxiWeiandQianYin ResearchonSoundFieldEvaluationofUrbanWalkingStreet ThroughSoundEnvironmentPerception. . . . . . . . . . . . . . . . . . . . . . . . 63 WeiLinandYi-MingWu PartII ModernInformationTechnologyandManagement ImplementationofMachineandDeepLearningAlgorithms toDetectGapsinaSheetMetalIndustry:ACaseStudy. . . . . . . . . . . . 77 AhmShamsuzzoha,TimoKankaanpaa,HuyNguyen,andHoangNguyen vii viii Contents ModellingtheServiceProcessattheCashRegister UsingGeneratingFunctions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89 AndreasAhrens,DetlefHartleb,andJelenaZǎšcerinska Adaptive,AutomaticandNon-invasiveCulturalHeritage PreventiveConservationFrameworkBasedonVisual InformationCrowdsourcing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103 MiguelAntonioBarbero-Álvarez,JuanAntonioRodrigo, andJoséManuelMenéndez AnInverted-ITLAlgorithmforMiningPartial Periodic-FrequentPatterns. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117 Ye-InChang,Xin-LongChen,andSheng-HsinChiang AViewpoints-BasedAnalysisofEnterprise ArchitectureDebt. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133 AtherMaqsood,PeterAlexander,HorstLichter,andSansiriTanachutiwat DetectionandPreventionofARPCachePoisoning inAdvancedPersistentThreatsUsingMultiphaseValidation andFirewall. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155 MuaadhNasrAl-Mwald,NorzianaJamil,ZulAzriIbrahim, ZaihismaCheCob,andFizaAbdulRahim PermeabilityandInertiaCoefficientofWire-MeshPorous MediaEstimatedbyaDarcy-ForchheimerEquation. . . . . . . . . . . . . . . 171 SuradechSinjapo,PanuwatChanmak,andBunditKrittacom Index. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185 Part I Digital Signal and Image Processing

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