Multivariate image processing methods and applications

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1、Multivariateimageprocessing:methodsandapplicationsCh.COLLET-J.CHANUSSOT-K.CHEHDIversion2.0May26th2009TabledesmatièresChapitre1.Multivariateimageprocessing...................15Ch.COLLETandJ.CHANUSSOTandK.CHEHDIPREMIÈREPARTIE.REGISTRATIONANDFUSION..............19Chapitre2.Regist

2、rationofmultimodal/multitemporalimages.......21C.CARIOU,K.CHEHDI2.1.Introduction..................................212.2.Overviewofimageregistrationapproaches................232.2.1.Definitions...............................232.2.2.Feature-basedimageregistration.................

3、..242.2.3.Pixel-basedimageregistration....................252.2.4.Discussion...............................262.3.Mappingmodelsandimageresampling..................272.3.1.Linearmappingmodels........................282.3.2.Nonlinearmappingmodels......................292.3.3.Hybr

4、idmapping............................312.3.4.Imageresamplingmethods......................312.4.Similaritycriteriaforpixel-basedregistration...............322.4.1.Sumofsquareddifferences......................322.4.2.Correlationcoefficient.........................342.4.3.Correlat

5、ionratio............................342.4.4.MutualInformation..........................342.5.Pixel-basedregistrationschemes......................362.5.1.Directapproaches...........................372.5.2.Iterativeapproaches..........................402.5.3.Casestudy:registrati

6、onandmosaickingofaerialremotesensingimages..................................442.6.Newtrendsinimageregistration......................4856MultivariateimageprocessingBibliographie....................................50Chapitre3.FusionofSARandopticalobservation..............55F.TUP

7、IN3.1.Introductionandcontext..........................553.2.ComparisonofopticalandSARsensors..................573.2.1.Statistics................................573.2.2.Geometricaldistorsions........................583.3.SARandopticaldataregistration.....................593.3.1

8、.Knowledgeofthesensorparameters.................593.3.2.Autom