机器人视觉 12-Robot Vison-4-Vision Systems.pdf
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机器人视觉 12-Robot Vison-4-Vision Systems.pdf

机器人视觉12-RobotVison-4-VisionSystems.pdf

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112RobotVision-4-VisionSystems2012/9/14ROBOTVISIONHuang-NanHuang2012/9/142012/9/142012FallOutline4.1HumanVisualApparatus32012/9/1442012/9/141thevisualcortex2thelateralgeniculate(彎曲狀)bodiesHumanVisualApparatus5theirisModelforTechnicalVisionSystems3thevisualnerveCameraTypes4theretina6thecurvatureofthelens•Photosensitivecellsontheretina:Conesareresponsibleforthedeterminationofthegrayvaluesandthreetypesofrodsfortherecognitionofthecolorsred,greenandblue(RGB).Theconeshaveahigherphotosensitivitythantherods.•Thecolorsignalsoftherodsarecompoundedafterbeinggeneratingandthentransmittedbythevisualnerve(3)andthelateralgeniculatebodies(2)tothevisualcortex(1).Thelateralgeniculatebodiesareresponsibleforstereovision.•ThesignalsarestoredinLuv-channels.TheL-channelinvolvesinformationonthebrightnessandtheuv-channelsonthecolors.4.2TheHumanVisualApparatusasLayersforVisualCortex(腦皮質)ModelforTechnicalVisionSystems52012/9/1462012/9/14TheobjectiveisresponsibleforfocusingandcanbecomparedwiththelensandtheCCD1)arrayisorientedattheretinaAttentionControlAttentionControl72012/9/1482012/9/14TheadvantageofthehumanvisualapparatusisthatKrotkov[57]combinesastereovisionsystemandafocusingthevisualsearchorobjectdetectionfindsinstancesfromapproachandusesthevisualattentioncontroltoobtainaobjectsbyoftenusingattributeslikethecolor.partialreconstruction.Inthefirststepthestereovisionsystemisusedtogeneratearathercoarsereconstruction.PointsinthescenearedeterminedAnanalogousapproach:Theentiresceneisanalyzedbytheuseofthecoarsereconstruction,whicharethenusedforabyoperatorstodetectstoredobjectmodelsinmoreprecisereconstructionwiththefocusingapproach.knowledgebase.IfthescenepossessesobjectsthatThesystemfromAbbottandAhuja[58]developsglobaldepthmapsbystepwiseexpansiontorepresentthescenesuccessivelyhavearesemblancetotheobjectmodels,butbythemorecompletely.Ifadepthmapisgenerated,thebordersoftheresolutionofthewholescenetheequalitycannotmapareexaminedtoobtai