Computer Vision Algorithms and Applications.pdf

《Computer Vision Algorithms and Applications.pdf》由会员上传分享，免费在线阅读，更多相关内容在学术论文-天天文库。

1、ComputerVision:AlgorithmsandApplicationsRichardSzeliskiMarch30,2008iiComputerVision:AlgorithmsandApplications(March30,2008AMdraft)Overview1Introduction12Imageformation293Imageprocessing974Featuredetectionandmatching1995Geometricalignmentandcalibration2536Structurefrommotion2677Densemotionest

2、imation2758Imagestitching3039Computationalphotography33910Stereocorrespondence34911Shapeandappearancemodeling37112Image-basedrendering37913Video-basedrendering38514Recognition38915Conclusions(orbettertitle)393iiiivComputerVision:AlgorithmsandApplications(March30,2008AMdraft)[Note:Tomakethepa

3、genumbersuptodate,runthe“make”command,whichwillgeneratebook.ovr.Ifyouwantleadersafterchapters,enablethecodeatthebottomofmybook.sty.Also,ifyouwanttheoverviewtighter,replacechapterwithsectioninbook.ovr(usesedscriptinMakefile).Appendicesarecurrentlyleftout.ModifyMakefiletorestore.]ContentsContent

4、svPrefacexvListofsymbolsxix1Introduction11.1ABriefHistoryofComputerVision.........................101.2Overview.......................................182Imageformation292.1Geometricimageformation..............................322.1.1Geometricprimitives.............................322.1.22Dtra

5、nsformations..............................352.1.33Dtransformations..............................392.1.43D-2Dprojections..............................462.1.5Lensdistortions................................582.2Photometricimageformation.............................602.2.1Lighting...............

6、.....................602.2.2Reflectanceandshading...........................612.2.3Optics.....................................672.3Thedigitalcamera..................................722.3.1Samplingandaliasing............................762.3.2Color.....................................792.3.3Co

7、mpression.................................902.4Exercises.......................................913Imageprocessing973.1Localoperators....................................99vviComputerVision:AlgorithmsandApplications(March30,2008AMdraft)3.1.1Pixeltran