Proceedings of the 5th International Conference on Signal Processing and Information Communications PDF
Preview Proceedings of the 5th International Conference on Signal Processing and Information Communications
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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