3D imaging technologies -- multidimensional signal processing and deep learning : methods, algorithms and applications. Volume 2

318 Pages·2021·9.699 MB·English

by  L. C. Jain (editor), Roumen Kountchev (editor), Yonghang Tai (editor)

Smart Innovation, Systems and Technologies 236
Lakhmi C. Jain
Roumen Kountchev
Yonghang Tai   Editors
3D Imaging Technologies
—Multidimensional Signal
Processing and Deep
Learning
Methods, Algorithms and Applications,
Volume 2
Smart Innovation, Systems and Technologies
Volume 236
SeriesEditors
RobertJ.Howlett,BournemouthUniversityandKESInternational,
Shoreham-by-Sea,UK
LakhmiC.Jain,KESInternational,Shoreham-by-Sea,UK
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· ·
Lakhmi C. Jain Roumen Kountchev
Yonghang Tai
Editors
3D Imaging Technologies—
Multidimensional Signal
Processing and Deep
Learning
Methods, Algorithms and Applications,
Volume 2
Editors
LakhmiC.Jain RoumenKountchev
CentreforArtificialIntelligence FacultyofTelecommunications
UniversityofTechnologySydney TechnicalUniversityofSofia
SouthAustralia,NSW,Australia Sofia,Bulgaria
YonghangTai
YunnanNormalUniversity
Kunming,China
ISSN2190-3018 ISSN2190-3026 (electronic)
SmartInnovation,SystemsandTechnologies
ISBN978-981-16-3179-5 ISBN978-981-16-3180-1 (eBook)
https://doi.org/10.1007/978-981-16-3180-1
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Preface
This book contains the papers presented at the 2nd International Conference on
3DImagingTechnologies—MultidimensionalSignalProcessingandDeepLearning
(3DIT-MSP&DL)whichwascarriedoutonDecember11–13,2020,attheYunnan
NormalUniversity,Kunming,China.Thepapersareaimedatthecontemporaryareas
ofthe3Dimagerepresentation,3Dimagetechnology,3Dimageandgraphics,multi-
dimensionalsignal,image,andvideoprocessingandcoding,andtherelatedmath-
ematicalapproaches andapplications.Theadvance ofthecontemporarycomputer
systems for processing, analysis, and recognition of patterns and situations opens
newabilities,beneficialtopractice.Asaresult,asynergiccombinationofinnovative
theoreticalinvestigations,approaches,andapplicationsisachieved.
Thebook:3DImagingTechnologies—MultidimensionalSignalProcessingand
DeepLearning(3DIT-MSP&DL),comprises2volumes:
(cid:129) MathematicalApproachesandApplications(Volume1);
(cid:129) Methods,Algorithms,andApplications(Volume2).
Themaintopicsofthechaptersinvolume2are:
Spectral reflectance reconstruction; drawing of digital printing gamut map;
improvedcontourfeatureextractionfortheimagebutterflyspecimen;improvedNN-
Unetforsurfacedefectsegmentation;segmentationalgorithmofDongbascripture;
flowergenderrecognitionbasedonYOLOv4;featureunderstandingbasedondecon-
volutionvisualization;resourcedemandpredictionandoptimalallocationincloud
computingenvironment;incentiveeffectoftaxpreferenceonenterpriseinnovation;
socialsecurityhelpingruralpovertyalleviation;sensitivityanalysisofNVHstruc-
tureofcarbody;designofnutritionandsportshealthmanagementsystem;English
wordintelligentlearningsystembasedonmobileeducationconcept;applicationof
bigdataanalysisinEnglishlanguageeducation;analysisofdropletdiffusioninnega-
tivepressureward;cognitiveanalysisofcommandmechanismbasedonoperational
dataflowmotifs;confirmatoryfactoranalysisofplaceattachmentinleisuretourism;
application of computer sensor and detection technology in mechatronics; smart
customerservicesystembasedondatamining;naturallanguageprocessingservicein
intelligentcustomerservicesystem;universitynetworkecologicalgovernancebased
v
vi Preface
onblockchaintechnology;InformatizationConstructionofUniversityLaboratory
underthebackgroundofnewinfrastructure;runtimepredictionpracticesofmulti-
mediawebdesignintechnologymanagement;simulationoforthogonalfrequency
division multiplexing signaling; intelligent financial framework of colleges and
universitiesininformationage;VHFbanddualchannelhigh-powertransmitterand
receiver module; implementation of point multiplication over elliptic curve cryp-
tography;non-contacthandsanitizerauxiliarydevice;simulationofYoung’sdouble
slit interference experiment; research of the ferroelectric memory using ferroelec-
tricfield-effecttransistors;characteristicsofmolybdenumdisulfidefield-effecttran-
sistor;microcontroller-basedcoffeeaciditydetectiondesign;measuringacceleration
of gravity with simplependulum; design of intelligent boiler controller; fire alarm
basedonsinglechipmicrocomputer;multi-inputhighfidelitypreamplifier;theearly
warninganddiagnosisinformationdatabaseofpowerplantnetworksecurityevents;
predictionalgorithmofatomicclockcombinationclockdifference;smarthumidifier
basedonvoicecontrol;imagetargetdetectionusingtheYOLOv5algorithm.
Theaimofthebookistopresentthelatestachievementsoftheauthors,toawide
range of readers: IT specialists, engineers, physicians, Ph.D. students, and other
specialists.
AcknowledgmentsThebookeditorsexpresstheirspecialthankstobookchapterreviewersfor
theireffortsandgoodwilltohelpforthesuccessfulpreparationofthebook.SpecialthankstoProf.
LakhmiC.Jain(HonoraryChair),Prof.Dr.SrikantaPatnaik,andProf.Dr.JunshengShi(General
Chairs)andDr.YonghangTai(OrganisingChair)of3DIT-MSP&DL.
TheeditorsexpresstheirwarmestthankstotheexcellentSpringerteamwhichmadethisbook
possible.
SouthAustralia,Australia LakhmiC.Jain
Sofia,Bulgaria RoumenKountchev
Kunming,China YonghangTai
April,2021
Contents
SpectralReflectance Reconstruction BasedonWeightedRoot
Polynomial ........................................................ 1
MingjiangJi,JunshengShi,YonghangTai,andWanliJiang
ADrawingofDigitalPrintingGamutMap ........................... 9
DongdongYang,ZaiqingChen,JunshengShi,andYonghangTai
AnImprovedContourFeatureExtractionMethodfortheImage
ButterflySpecimen ................................................ 17
FanLiandWenjinZhou
AnImproved NeuralNetworkBasedonUNet forSurfaceDefect
Segmentation ..................................................... 27
DaoleiWangandYitengLiu
APreliminaryStudyontheSegmentationAlgorithmofDongba
Scripture ......................................................... 35
YutingYangandHouliangKang
FlowerGenderRecognitionBasedonYOLOV4 ..................... 43
BaoZhou,ZhiwenSong,YujinWang,andFangchaoHu
FeatureUnderstandingBasedonDeconvolutionVisualization ......... 51
WenoWuandYunPan
ResearchonResourceDemandPredictionandOptimalAllocation
MethodinCloudComputingEnvironment ........................... 61
YixinSunandHailianZhou
Research onIncentiveEffectofTaxPreference onEnterprise
InnovationBasedonDEAModel ................................... 69
YunjingHe
TheDevelopmentPathofChina’sSocialSecurityHelpingRural
PovertyAlleviationBasedonMulti-dimensionalIntegrationModel .... 75
ChenWang
vii
viii Contents
Sensitivity Analysis of NVH Structure of Car Body Based
onModalAnalysis ................................................. 85
YongqiangLiu,XinLiu,LinDou,YuLuan,LeiShi,andGuolongZheng
Research on the Design of Nutrition and Sports Health
ManagementSystemBasedonArtificialIntelligence .................. 91
BolunWang
ResearchonEnglishWordIntelligentLearningSystemBased
onMobileEducationConcept ...................................... 99
TingDeng
Research on the Application of Big Data Analysis in English
LanguageEducation ............................................... 107
TingDeng
CFDAnalysisofDropletDiffusioninNegativePressureWard ......... 115
LiuyangKong, QiongLi, TaoLiu, WenfengGao, MuZhang,
andYuchongZhang
ResearchonCognitiveAnalysisMethodofCommandMechanism
BasedonOperationalDataFlowMotifs ............................. 125
ChenYuan,BoDu,andXiangweiXiao
ConfirmatoryFactorAnalysisofPlaceAttachmentinAgritourism ..... 139
ZhiminLi
Application of Computer Sensor and Detection Technology
inMechatronics ................................................... 145
GuojunWang
EstablishmentofSmartCustomerServiceSystemBasedonData
Mining ........................................................... 151
QingqingRen,WanzhenMa,LiuYang,andLifeiYan
ApplicationandDevelopmentofNaturalLanguageProcessing
ServiceinIntelligentCustomerServiceSystem ....................... 157
YajieLi,TaoWang,ShutingChen,andXiaodongZhang
ResearchonUniversityNetworkEcologicalGovernanceBased
onBlockChainTechnology ......................................... 163
PengDuanandYingLi
Research on Informatization Construction of University
LaboratoryUndertheBackgroundofNewInfrastructure ............. 171
PengDuanandYingLi
Run-Time Prediction Practices of Multimedia Web Design
inTechnologyManagement ........................................ 179
BinHu, SohailM.Noman, MuhammadIrshad, XilangTang,
ChenSong,andMusaUbaMuhammad
Contents ix
Design and Simulation of Orthogonal Frequency-Division
Multiplexing(OFDM)Signaling .................................... 187
BinHu, MuhammadIrshad, SohailM.Noman, XilangTang,
ChenSong,andSamiAhmedHaider
Research on Intelligent Financial Framework of Colleges
andUniversitiesinInformationAge ................................. 199
YelinZhong,CaihongHe,andJiaqiTang
VHFBandDual-ChannelHigh-PowerTransmitterandReceiver
Module ........................................................... 209
LinglingZengandZhongmingZhu
Research and Implementation of Point Multiplication Over
EllipticCurveGF(2m)BasedonVLSI ............................... 219
ZhangQiangandYangZhen
Non-contactHandSanitizerAuxiliaryDeviceforPublicPlaces ........ 231
WenmeiJiang,ZiyueLuo,MeifengHuang,andAixuanHuang
SimulationofYoung’sDoubleSlitInterferenceExperimentBased
onMATLAB ...................................................... 239
ShunrongChen,YuchaoJia,YuanfangzhouWang,YonghangTai,
andYawenZou
SimulationofImpactofCH NH PbI BasedThinFilmTransistor
3 3 3
Polarization ....................................................... 247
XianrongMao, QiuhongTan, ChaoZhang, LiRen, XiaZhang,
andJiyuZhao
PreparationandOutputCharacteristicsofMolybdenumDisulfide
FieldEffectTransistor ............................................. 255
ChaorunPu,QiuhongTan,ChaoZhang,LiRen,XiaZhang,andJiyuZhao
Microcontroller-BasedCoffeeAcidityDetectionDesign ............... 261
ChaoZhang,TaoJiang,YonghangTai,ZhikunYang,WeiminMao,
andHuaiyiZhang
Experimental Study on Measuring Acceleration of Gravity
withSimplePendulum ............................................. 267
LicunSun,ChaoZhang,YonghangTai,ZhikunYang,andBaochengDong
DesignofIntelligentBoilerController ............................... 275
SijiaLian,TaoJiang,ChaoZhang,ZhikunYang,andShaoquanJiang
DesignofFireAlarmBasedon51SingleChipMicrocomputer ......... 281
YuexiongFeng,ZhikunYang,ChaoZhang,TaoJiang,andShaoquanJiang
DesignofMulti-InputHighFidelityPreamplifierBasedonSTM32 ..... 289
AnleiYu,TaoJiang,ChaoZhang,ZhikunYang,andShaoquanJiang