基于灭点径向一致性约束的相机标定研究

基于灭点径向一致性约束的相机标定研究

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时间:2019-11-17

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1、南京邮电大学硕士学位论文基于灭点径向一致性约束的相机标定研究姓名:韩超中请学位级别:硕士专业:信号与信息处理指导教师:张登银2011-03ABSTRACTCameracalibrationtechniqueisthekeyofthree-dimensionalinformationthatisobtainedfromthetwo・dimensionaldigitalimages,andisalsoimportantbasiccomputervisionresearch,whichisappliedinphotogrammetry,machinevision,securit

2、ymonitoring,three-dimensionalreconstruction,bio-medicine,remotesensingandmapping,navigationcontrolandotherfields.FortheproblemthatthemainpointcannotbesolvedintheprocessofTSAItwo-stepsmethod,thisworkimprovedthecalibrationmethodofTSAItwo-steps.Thestrictmathematicalrelationshipbetweencamerap

3、arametersandprocessparametersofTSAItwo-stepsmethodarederivedandestablished・Acameracalibrationtechniqueispresentedbasedonthevanishingpointradialdirectionconstrainedbyuniformlyalignment.Thespecificworkisgivenasfollows:1).Anumberofrelatedtheoriesaboutcameracalibration,includingthecameramodel

4、,distortionmodel,geometrictheoryofvanishingpointanderrorhandlingmethodarestudied.2).TheTSAItwo-stepcalibrationandsinglepointcalibrationarefocusedonviasummarizing,comparingandanalyzingtheexistingdigitalcameracalibrationtechnique.Theprinciplesandconcretestepsofabovetwoalgorithmsarealsostudi

5、ed.Calibrationexperimentsarecarriedouttoanalysistheadvantages.3).VanishingpointgeometricconstraintisimprovedbyTSAItwo-stepscalibrationmethodthatisintroducedinthispaperfortheproblemthatthemainpointcannotbesolvedinthecalibrationprocessofTSAItwo-stepsmethod・Thestrictmathematicalrelationshipb

6、etweentwo-vanishingpointsconfiguredbycameraparametersandprocessparametersofTSAItwo-stepsmethodarederivedandestablished,radialdistortionparametersandexteriororientationparametersofcameraaresolvedout.4).ExperimentsareconductedcorrespondingtoTSAItwo-stepsalgorithmandtheimprovedalgorithminthi

7、spaper,andtheresultsprovetheimprovedalgorithmhasvalidity,highprecisionandstability.Keywords:Cameracalibration,Vanishingpointgeometry,Radialalignmentconstrain,Leastsquaremethod缩略词缩略词英文全称译文CCCameraCalibration相机标定RACRadialAlignmentConstraint基于径向排列约束IBMRImage-basedModel

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